[{"data":1,"prerenderedAt":3464},["ShallowReactive",2],{"blog-guide-\u002Fblog\u002Fguides\u002Fllm-as-a-judge-typesafe-jev":3,"blog-guide-related-\u002Fblog\u002Fguides\u002Fllm-as-a-judge-typesafe-jev":2002},{"id":4,"title":5,"author":6,"body":7,"category":1981,"cover":1982,"description":1983,"draft":1984,"extension":1985,"image":1986,"launchCta":1986,"listingCover":1987,"meta":1988,"navigation":1989,"ogImage":1986,"path":1990,"publishedAt":1991,"readTime":1992,"seo":1993,"stem":1994,"tags":1995,"toolCategory":1938,"updatedAt":1991,"__hash__":2001},"blogGuides\u002Fblog\u002Fguides\u002Fllm-as-a-judge-typesafe-jev.md","LLM as a Judge, or a Model That Only Judges: Jev Measured","Jasper Li",{"type":8,"value":9,"toc":1953},"minimark",[10,15,70,82,87,90,95,98,102,105,109,112,118,122,125,140,144,147,151,154,535,538,542,545,784,789,795,799,847,850,854,857,861,870,878,887,891,944,948,970,978,1420,1424,1451,1455,1458,1462,1472,1476,1479,1483,1486,1589,1596,1600,1607,1610,1616,1622,1636,1640,1802,1813,1816,1820,1823,1829,1838,1844,1852,1855,1859,1862,1869,1890,1894,1901,1916,1925,1935,1943,1949],[11,12,14],"p",{"style":13},"font-size:18px !important;line-height:1.65 !important;margin:0 0 24px;color:inherit;","Copy this line to your agent to get typed judgments your code can branch on.",[16,17,22],"pre",{"className":18,"code":19,"language":20,"meta":21,"style":21},"language-sh shiki shiki-themes material-theme-lighter material-theme material-theme-palenight","set up https:\u002F\u002Fmonid.ai\u002FSKILL.md and use typesafe \u002Fsystemone with noul, choice and score questions\n","sh","",[23,24,25],"code",{"__ignoreMap":21},[26,27,30,34,38,41,44,47,50,53,56,59,62,64,67],"span",{"class":28,"line":29},"line",1,[26,31,33],{"class":32},"s2Zo4","set",[26,35,37],{"class":36},"sfazB"," up",[26,39,40],{"class":36}," https:\u002F\u002Fmonid.ai\u002FSKILL.md",[26,42,43],{"class":36}," and",[26,45,46],{"class":36}," use",[26,48,49],{"class":36}," typesafe",[26,51,52],{"class":36}," \u002Fsystemone",[26,54,55],{"class":36}," with",[26,57,58],{"class":36}," noul,",[26,60,61],{"class":36}," choice",[26,63,43],{"class":36},[26,65,66],{"class":36}," score",[26,68,69],{"class":36}," questions\n",[11,71,72,73,81],{},"We asked one model four questions about a one-star product review on 2026-09-24. It came back in 1.9 seconds with a probability, a classification with its full distribution, a severity value of 3 out of levels numbered 0 to 4, and a bill computed from 631 input tokens with the 120 output tokens free. Then we handed it a deliberately ambiguous review and the same severity question returned 1.1. A model that only judges behaves differently from a model you ask to judge, and that difference is measurable. This guide runs through ",[74,75,80],"a",{"href":76,"rel":77},"https:\u002F\u002Fmonid.ai",[78,79],"noopener","noreferrer","Monid",", the OpenRouter for agent tools.",[83,84,86],"h2",{"id":85},"what-does-llm-as-a-judge-actually-mean","What does LLM as a judge actually mean?",[11,88,89],{},"Two quite different things, and the phrase covers both.",[91,92,94],"h3",{"id":93},"the-pattern","The pattern",[11,96,97],{},"Using a language model to evaluate something rather than to write something: score this answer, classify this ticket, decide whether these two records are the same person. It became standard because evaluation is the step that scales badly with humans.",[91,99,101],{"id":100},"the-usual-implementation","The usual implementation",[11,103,104],{},"Prompt a general model, ask for JSON, parse the JSON, hope. It works, and it carries three taxes: you are paying generation prices for a decision, you are parsing free text that occasionally is not valid JSON, and the number it gives you is a token the model chose rather than a calibrated quantity.",[91,106,108],{"id":107},"the-other-implementation","The other implementation",[11,110,111],{},"A model built only to answer typed questions. You hand it a state and a map of questions, each declared as a type, and it returns values in those types with probabilities attached. No prompt engineering, no parsing, and the output shape is a contract rather than a hope.",[11,113,114,117],{},[23,115,116],{},"typesafe\u002Fsystemone"," is the second kind, and it appeared on our shelf recently enough that our own research note from four days earlier said it was not there yet. Three question types: a yes\u002Fno with a probability, a classification into your own options with a full distribution, and an ordered score with per-level probabilities.",[91,119,121],{"id":120},"why-the-distinction-is-worth-a-measurement","Why the distinction is worth a measurement",[11,123,124],{},"Because \"it returns JSON\" is not the interesting part. The interesting part is whether the numbers mean anything, and the next section is two reviews that answer that.",[126,127,128],"blockquote",{},[11,129,130,131,135,136],{},"📖 ",[132,133,134],"strong",{},"See also"," ",[74,137,139],{"href":138},"\u002Fblog\u002Fguides\u002Fare-instagram-engagement-trackers-accurate","Are Instagram Follower and Engagement Trackers Accurate?",[83,141,143],{"id":142},"what-does-a-model-that-only-judges-return","What does a model that only judges return?",[11,145,146],{},"Typed answers with their uncertainty exposed, and the uncertainty moves when the case does.",[91,148,150],{"id":149},"the-clear-case","The clear case",[11,152,153],{},"A one-star review describing a motor that started grinding after three weeks. Four questions, one call, 1,853 milliseconds:",[16,155,159],{"className":156,"code":157,"language":158,"meta":21,"style":21},"language-json shiki shiki-themes material-theme-lighter material-theme material-theme-palenight","{ \"broke_in_use\":   { \"type\": \"noul\", \"noul\": 0.93 },\n  \"failure_mode\":   { \"type\": \"choice\", \"choice\": \"mechanical_failure\",\n                      \"confidence\": 1,\n                      \"probabilities\": { \"mechanical_failure\": 1, \"underperformed\": 0,\n                                         \"arrived_damaged\": 0, \"wrong_expectation\": 0,\n                                         \"packaging\": 0 } },\n  \"severity\":       { \"type\": \"score\", \"score\": 3, \"confidence\": 0.98,\n                      \"probabilities\": { \"2\": 0.01, \"3\": 0.98, \"4\": 0.01 } },\n  \"mentions_value\": { \"type\": \"noul\", \"noul\": 0.94 } }\n","json",[23,160,161,218,268,286,327,357,376,434,489],{"__ignoreMap":21},[26,162,163,167,170,174,177,180,183,185,189,191,193,195,198,200,203,205,207,209,211,215],{"class":28,"line":29},[26,164,166],{"class":165},"sMK4o","{",[26,168,169],{"class":165}," \"",[26,171,173],{"class":172},"spNyl","broke_in_use",[26,175,176],{"class":165},"\"",[26,178,179],{"class":165},":",[26,181,182],{"class":165},"   {",[26,184,169],{"class":165},[26,186,188],{"class":187},"sBMFI","type",[26,190,176],{"class":165},[26,192,179],{"class":165},[26,194,169],{"class":165},[26,196,197],{"class":36},"noul",[26,199,176],{"class":165},[26,201,202],{"class":165},",",[26,204,169],{"class":165},[26,206,197],{"class":187},[26,208,176],{"class":165},[26,210,179],{"class":165},[26,212,214],{"class":213},"sbssI"," 0.93",[26,216,217],{"class":165}," },\n",[26,219,221,224,227,229,231,233,235,237,239,241,243,246,248,250,252,254,256,258,260,263,265],{"class":28,"line":220},2,[26,222,223],{"class":165},"  \"",[26,225,226],{"class":172},"failure_mode",[26,228,176],{"class":165},[26,230,179],{"class":165},[26,232,182],{"class":165},[26,234,169],{"class":165},[26,236,188],{"class":187},[26,238,176],{"class":165},[26,240,179],{"class":165},[26,242,169],{"class":165},[26,244,245],{"class":36},"choice",[26,247,176],{"class":165},[26,249,202],{"class":165},[26,251,169],{"class":165},[26,253,245],{"class":187},[26,255,176],{"class":165},[26,257,179],{"class":165},[26,259,169],{"class":165},[26,261,262],{"class":36},"mechanical_failure",[26,264,176],{"class":165},[26,266,267],{"class":165},",\n",[26,269,271,274,277,279,281,284],{"class":28,"line":270},3,[26,272,273],{"class":165},"                      \"",[26,275,276],{"class":187},"confidence",[26,278,176],{"class":165},[26,280,179],{"class":165},[26,282,283],{"class":213}," 1",[26,285,267],{"class":165},[26,287,289,291,294,296,298,301,303,305,307,309,311,313,315,318,320,322,325],{"class":28,"line":288},4,[26,290,273],{"class":165},[26,292,293],{"class":187},"probabilities",[26,295,176],{"class":165},[26,297,179],{"class":165},[26,299,300],{"class":165}," {",[26,302,169],{"class":165},[26,304,262],{"class":213},[26,306,176],{"class":165},[26,308,179],{"class":165},[26,310,283],{"class":213},[26,312,202],{"class":165},[26,314,169],{"class":165},[26,316,317],{"class":213},"underperformed",[26,319,176],{"class":165},[26,321,179],{"class":165},[26,323,324],{"class":213}," 0",[26,326,267],{"class":165},[26,328,330,333,336,338,340,342,344,346,349,351,353,355],{"class":28,"line":329},5,[26,331,332],{"class":165},"                                         \"",[26,334,335],{"class":213},"arrived_damaged",[26,337,176],{"class":165},[26,339,179],{"class":165},[26,341,324],{"class":213},[26,343,202],{"class":165},[26,345,169],{"class":165},[26,347,348],{"class":213},"wrong_expectation",[26,350,176],{"class":165},[26,352,179],{"class":165},[26,354,324],{"class":213},[26,356,267],{"class":165},[26,358,360,362,365,367,369,371,374],{"class":28,"line":359},6,[26,361,332],{"class":165},[26,363,364],{"class":213},"packaging",[26,366,176],{"class":165},[26,368,179],{"class":165},[26,370,324],{"class":213},[26,372,373],{"class":165}," }",[26,375,217],{"class":165},[26,377,379,381,384,386,388,391,393,395,397,399,401,404,406,408,410,412,414,416,419,421,423,425,427,429,432],{"class":28,"line":378},7,[26,380,223],{"class":165},[26,382,383],{"class":172},"severity",[26,385,176],{"class":165},[26,387,179],{"class":165},[26,389,390],{"class":165},"       {",[26,392,169],{"class":165},[26,394,188],{"class":187},[26,396,176],{"class":165},[26,398,179],{"class":165},[26,400,169],{"class":165},[26,402,403],{"class":36},"score",[26,405,176],{"class":165},[26,407,202],{"class":165},[26,409,169],{"class":165},[26,411,403],{"class":187},[26,413,176],{"class":165},[26,415,179],{"class":165},[26,417,418],{"class":213}," 3",[26,420,202],{"class":165},[26,422,169],{"class":165},[26,424,276],{"class":187},[26,426,176],{"class":165},[26,428,179],{"class":165},[26,430,431],{"class":213}," 0.98",[26,433,267],{"class":165},[26,435,437,439,441,443,445,447,449,452,454,456,459,461,463,466,468,470,472,474,476,479,481,483,485,487],{"class":28,"line":436},8,[26,438,273],{"class":165},[26,440,293],{"class":187},[26,442,176],{"class":165},[26,444,179],{"class":165},[26,446,300],{"class":165},[26,448,169],{"class":165},[26,450,451],{"class":213},"2",[26,453,176],{"class":165},[26,455,179],{"class":165},[26,457,458],{"class":213}," 0.01",[26,460,202],{"class":165},[26,462,169],{"class":165},[26,464,465],{"class":213},"3",[26,467,176],{"class":165},[26,469,179],{"class":165},[26,471,431],{"class":213},[26,473,202],{"class":165},[26,475,169],{"class":165},[26,477,478],{"class":213},"4",[26,480,176],{"class":165},[26,482,179],{"class":165},[26,484,458],{"class":213},[26,486,373],{"class":165},[26,488,217],{"class":165},[26,490,492,494,497,499,501,503,505,507,509,511,513,515,517,519,521,523,525,527,530,532],{"class":28,"line":491},9,[26,493,223],{"class":165},[26,495,496],{"class":172},"mentions_value",[26,498,176],{"class":165},[26,500,179],{"class":165},[26,502,300],{"class":165},[26,504,169],{"class":165},[26,506,188],{"class":187},[26,508,176],{"class":165},[26,510,179],{"class":165},[26,512,169],{"class":165},[26,514,197],{"class":36},[26,516,176],{"class":165},[26,518,202],{"class":165},[26,520,169],{"class":165},[26,522,197],{"class":187},[26,524,176],{"class":165},[26,526,179],{"class":165},[26,528,529],{"class":213}," 0.94",[26,531,373],{"class":165},[26,533,534],{"class":165}," }\n",[11,536,537],{},"The distribution on the classification collapsed completely: probability 1.0 on one option, zero on the other four, confidence exactly 1. That is a model saying there is nothing to weigh here.",[91,539,541],{"id":540},"the-unclear-case","The unclear case",[11,543,544],{},"A second review, same product, where the buyer says it works but is not as good as the videos and wonders whether they are using it wrong. Same four questions, 2,083 milliseconds:",[16,546,548],{"className":156,"code":547,"language":158,"meta":21,"style":21},"{ \"broke_in_use\": { \"noul\": 0.06 },\n  \"failure_mode\": { \"choice\": \"wrong_expectation\", \"confidence\": 0.82,\n                    \"probabilities\": { \"wrong_expectation\": 0.86,\n                                       \"underperformed\": 0.14 } },\n  \"severity\":     { \"score\": 1.1, \"confidence\": 0.71,\n                    \"probabilities\": { \"0\": 0.12, \"1\": 0.65, \"2\": 0.23 } },\n  \"user_error\":   { \"noul\": 0.97 } }\n",[23,549,550,577,618,644,662,701,756],{"__ignoreMap":21},[26,551,552,554,556,558,560,562,564,566,568,570,572,575],{"class":28,"line":29},[26,553,166],{"class":165},[26,555,169],{"class":165},[26,557,173],{"class":172},[26,559,176],{"class":165},[26,561,179],{"class":165},[26,563,300],{"class":165},[26,565,169],{"class":165},[26,567,197],{"class":187},[26,569,176],{"class":165},[26,571,179],{"class":165},[26,573,574],{"class":213}," 0.06",[26,576,217],{"class":165},[26,578,579,581,583,585,587,589,591,593,595,597,599,601,603,605,607,609,611,613,616],{"class":28,"line":220},[26,580,223],{"class":165},[26,582,226],{"class":172},[26,584,176],{"class":165},[26,586,179],{"class":165},[26,588,300],{"class":165},[26,590,169],{"class":165},[26,592,245],{"class":187},[26,594,176],{"class":165},[26,596,179],{"class":165},[26,598,169],{"class":165},[26,600,348],{"class":36},[26,602,176],{"class":165},[26,604,202],{"class":165},[26,606,169],{"class":165},[26,608,276],{"class":187},[26,610,176],{"class":165},[26,612,179],{"class":165},[26,614,615],{"class":213}," 0.82",[26,617,267],{"class":165},[26,619,620,623,625,627,629,631,633,635,637,639,642],{"class":28,"line":270},[26,621,622],{"class":165},"                    \"",[26,624,293],{"class":187},[26,626,176],{"class":165},[26,628,179],{"class":165},[26,630,300],{"class":165},[26,632,169],{"class":165},[26,634,348],{"class":213},[26,636,176],{"class":165},[26,638,179],{"class":165},[26,640,641],{"class":213}," 0.86",[26,643,267],{"class":165},[26,645,646,649,651,653,655,658,660],{"class":28,"line":288},[26,647,648],{"class":165},"                                       \"",[26,650,317],{"class":213},[26,652,176],{"class":165},[26,654,179],{"class":165},[26,656,657],{"class":213}," 0.14",[26,659,373],{"class":165},[26,661,217],{"class":165},[26,663,664,666,668,670,672,675,677,679,681,683,686,688,690,692,694,696,699],{"class":28,"line":329},[26,665,223],{"class":165},[26,667,383],{"class":172},[26,669,176],{"class":165},[26,671,179],{"class":165},[26,673,674],{"class":165},"     {",[26,676,169],{"class":165},[26,678,403],{"class":187},[26,680,176],{"class":165},[26,682,179],{"class":165},[26,684,685],{"class":213}," 1.1",[26,687,202],{"class":165},[26,689,169],{"class":165},[26,691,276],{"class":187},[26,693,176],{"class":165},[26,695,179],{"class":165},[26,697,698],{"class":213}," 0.71",[26,700,267],{"class":165},[26,702,703,705,707,709,711,713,715,718,720,722,725,727,729,732,734,736,739,741,743,745,747,749,752,754],{"class":28,"line":359},[26,704,622],{"class":165},[26,706,293],{"class":187},[26,708,176],{"class":165},[26,710,179],{"class":165},[26,712,300],{"class":165},[26,714,169],{"class":165},[26,716,717],{"class":213},"0",[26,719,176],{"class":165},[26,721,179],{"class":165},[26,723,724],{"class":213}," 0.12",[26,726,202],{"class":165},[26,728,169],{"class":165},[26,730,731],{"class":213},"1",[26,733,176],{"class":165},[26,735,179],{"class":165},[26,737,738],{"class":213}," 0.65",[26,740,202],{"class":165},[26,742,169],{"class":165},[26,744,451],{"class":213},[26,746,176],{"class":165},[26,748,179],{"class":165},[26,750,751],{"class":213}," 0.23",[26,753,373],{"class":165},[26,755,217],{"class":165},[26,757,758,760,763,765,767,769,771,773,775,777,780,782],{"class":28,"line":378},[26,759,223],{"class":165},[26,761,762],{"class":172},"user_error",[26,764,176],{"class":165},[26,766,179],{"class":165},[26,768,182],{"class":165},[26,770,169],{"class":165},[26,772,197],{"class":187},[26,774,176],{"class":165},[26,776,179],{"class":165},[26,778,779],{"class":213}," 0.97",[26,781,373],{"class":165},[26,783,534],{"class":165},[11,785,786,788],{},[23,787,173],{}," went from 0.93 to 0.06 on the same question. Confidence on the classification dropped from 1 to 0.82, with 14 percent still sitting on the second-best option. Severity dropped from 0.98 confidence to 0.71 with the mass spread across three levels.",[11,790,791,794],{},[132,792,793],{},"That is what calibration looks like when it is real."," The model did not just change its answer, it changed how sure it was, and it showed you where the remaining doubt sits.",[91,796,798],{"id":797},"the-field-that-is-the-bill","The field that is the bill",[16,800,802],{"className":156,"code":801,"language":158,"meta":21,"style":21},"\"usage\": { \"input_tokens\": 631, \"output_tokens\": 120 }\n",[23,803,804],{"__ignoreMap":21},[26,805,806,808,811,813,817,819,821,824,826,828,831,833,835,838,840,842,845],{"class":28,"line":29},[26,807,176],{"class":165},[26,809,810],{"class":36},"usage",[26,812,176],{"class":165},[26,814,816],{"class":815},"sTEyZ",": ",[26,818,166],{"class":165},[26,820,169],{"class":165},[26,822,823],{"class":172},"input_tokens",[26,825,176],{"class":165},[26,827,179],{"class":165},[26,829,830],{"class":213}," 631",[26,832,202],{"class":165},[26,834,169],{"class":165},[26,836,837],{"class":172},"output_tokens",[26,839,176],{"class":165},[26,841,179],{"class":165},[26,843,844],{"class":213}," 120",[26,846,534],{"class":165},[11,848,849],{},"Billing is on input tokens only. Output is free. Four judgments on one review cost 631 tokens of input, which at this endpoint's rate is a small fraction of a cent, and the second review cost 583.",[83,851,853],{"id":852},"how-do-you-run-typed-judgments-through-one-key","How do you run typed judgments through one key?",[11,855,856],{},"One call, three question shapes, and one parameter mistake worth skipping.",[91,858,860],{"id":859},"for-agents","For agents",[11,862,863,864,869],{},"Grab an API key at ",[74,865,868],{"href":866,"rel":867},"https:\u002F\u002Fapp.monid.ai\u002F",[78,79],"app.monid.ai",", then paste this to your agent and hand it the key:",[16,871,876],{"className":872,"code":874,"language":875,"meta":21},[873],"language-text","set up https:\u002F\u002Fmonid.ai\u002FSKILL.md\n","text",[23,877,874],{"__ignoreMap":21},[11,879,880,881,886],{},"It learns the whole discover, inspect, run workflow itself. More in the ",[74,882,885],{"href":883,"rel":884},"https:\u002F\u002Fmonid.ai\u002Fdocs\u002Fguide\u002Fquickstart-skill",[78,79],"agent quickstart",".",[91,888,890],{"id":889},"for-humans","For humans",[16,892,896],{"className":893,"code":894,"language":895,"meta":21,"style":21},"language-bash shiki shiki-themes material-theme-lighter material-theme material-theme-palenight","npm install -g @monid-ai\u002Fcli\nmonid keys add -k \u003Cyour-api-key> -l main\n","bash",[23,897,898,912],{"__ignoreMap":21},[26,899,900,903,906,909],{"class":28,"line":29},[26,901,902],{"class":187},"npm",[26,904,905],{"class":36}," install",[26,907,908],{"class":36}," -g",[26,910,911],{"class":36}," @monid-ai\u002Fcli\n",[26,913,914,917,920,923,926,929,932,935,938,941],{"class":28,"line":220},[26,915,916],{"class":187},"monid",[26,918,919],{"class":36}," keys",[26,921,922],{"class":36}," add",[26,924,925],{"class":36}," -k",[26,927,928],{"class":165}," \u003C",[26,930,931],{"class":36},"your-api-ke",[26,933,934],{"class":815},"y",[26,936,937],{"class":165},">",[26,939,940],{"class":36}," -l",[26,942,943],{"class":36}," main\n",[91,945,947],{"id":946},"the-request-shape","The request shape",[11,949,950,135,953,958,959,962,963,966,967,886],{},[132,951,952],{},"The endpoints.",[74,954,956],{"href":955},"\u002Ftools\u002Fai",[23,957,116],{},", billed per input token, body takes ",[23,960,961],{},"state",", ",[23,964,965],{},"model"," and ",[23,968,969],{},"questions",[11,971,972,974,975,977],{},[23,973,961],{}," is what you are judging: a string, or better, an object so each part of the context has a name. ",[23,976,969],{}," is a map whose keys become the keys of your answer object.",[16,979,981],{"className":156,"code":980,"language":158,"meta":21,"style":21},"{ \"state\": { \"review_body\": \"…\", \"rating\": 1, \"product\": \"milk frother\" },\n  \"model\": \"jev-latest\",\n  \"questions\": {\n    \"broke_in_use\": { \"type\": \"noul\",\n      \"instructions\": \"Did the product physically fail during normal use?\",\n      \"criteria\": { \"true\": \"Stopped working while used as intended.\",\n                    \"false\": \"Never worked, arrived damaged, or the complaint is expectations.\" } },\n    \"failure_mode\": { \"type\": \"choice\",\n      \"instructions\": \"What is the primary failure mode?\",\n      \"criteria\": { \"mechanical_failure\": \"A part wore out or seized.\",\n                    \"arrived_damaged\": \"Damage before first use.\",\n                    \"underperformed\": \"Works but not well enough.\" } },\n    \"severity\": { \"type\": \"score\",\n      \"instructions\": \"How severe is this for the customer?\",\n      \"criteria\": [\"trivial annoyance\", \"minor inconvenience\",\n                   \"noticeable problem\", \"product unusable\", \"unsafe or total loss\"] } } }\n",[23,982,983,1046,1065,1078,1107,1128,1160,1182,1210,1229,1259,1279,1301,1330,1350,1382],{"__ignoreMap":21},[26,984,985,987,989,991,993,995,997,999,1002,1004,1006,1008,1011,1013,1015,1017,1020,1022,1024,1026,1028,1030,1033,1035,1037,1039,1042,1044],{"class":28,"line":29},[26,986,166],{"class":165},[26,988,169],{"class":165},[26,990,961],{"class":172},[26,992,176],{"class":165},[26,994,179],{"class":165},[26,996,300],{"class":165},[26,998,169],{"class":165},[26,1000,1001],{"class":187},"review_body",[26,1003,176],{"class":165},[26,1005,179],{"class":165},[26,1007,169],{"class":165},[26,1009,1010],{"class":36},"…",[26,1012,176],{"class":165},[26,1014,202],{"class":165},[26,1016,169],{"class":165},[26,1018,1019],{"class":187},"rating",[26,1021,176],{"class":165},[26,1023,179],{"class":165},[26,1025,283],{"class":213},[26,1027,202],{"class":165},[26,1029,169],{"class":165},[26,1031,1032],{"class":187},"product",[26,1034,176],{"class":165},[26,1036,179],{"class":165},[26,1038,169],{"class":165},[26,1040,1041],{"class":36},"milk frother",[26,1043,176],{"class":165},[26,1045,217],{"class":165},[26,1047,1048,1050,1052,1054,1056,1058,1061,1063],{"class":28,"line":220},[26,1049,223],{"class":165},[26,1051,965],{"class":172},[26,1053,176],{"class":165},[26,1055,179],{"class":165},[26,1057,169],{"class":165},[26,1059,1060],{"class":36},"jev-latest",[26,1062,176],{"class":165},[26,1064,267],{"class":165},[26,1066,1067,1069,1071,1073,1075],{"class":28,"line":270},[26,1068,223],{"class":165},[26,1070,969],{"class":172},[26,1072,176],{"class":165},[26,1074,179],{"class":165},[26,1076,1077],{"class":165}," {\n",[26,1079,1080,1083,1085,1087,1089,1091,1093,1095,1097,1099,1101,1103,1105],{"class":28,"line":288},[26,1081,1082],{"class":165},"    \"",[26,1084,173],{"class":187},[26,1086,176],{"class":165},[26,1088,179],{"class":165},[26,1090,300],{"class":165},[26,1092,169],{"class":165},[26,1094,188],{"class":213},[26,1096,176],{"class":165},[26,1098,179],{"class":165},[26,1100,169],{"class":165},[26,1102,197],{"class":36},[26,1104,176],{"class":165},[26,1106,267],{"class":165},[26,1108,1109,1112,1115,1117,1119,1121,1124,1126],{"class":28,"line":329},[26,1110,1111],{"class":165},"      \"",[26,1113,1114],{"class":213},"instructions",[26,1116,176],{"class":165},[26,1118,179],{"class":165},[26,1120,169],{"class":165},[26,1122,1123],{"class":36},"Did the product physically fail during normal use?",[26,1125,176],{"class":165},[26,1127,267],{"class":165},[26,1129,1130,1132,1135,1137,1139,1141,1143,1147,1149,1151,1153,1156,1158],{"class":28,"line":359},[26,1131,1111],{"class":165},[26,1133,1134],{"class":213},"criteria",[26,1136,176],{"class":165},[26,1138,179],{"class":165},[26,1140,300],{"class":165},[26,1142,169],{"class":165},[26,1144,1146],{"class":1145},"swJcz","true",[26,1148,176],{"class":165},[26,1150,179],{"class":165},[26,1152,169],{"class":165},[26,1154,1155],{"class":36},"Stopped working while used as intended.",[26,1157,176],{"class":165},[26,1159,267],{"class":165},[26,1161,1162,1164,1167,1169,1171,1173,1176,1178,1180],{"class":28,"line":378},[26,1163,622],{"class":165},[26,1165,1166],{"class":1145},"false",[26,1168,176],{"class":165},[26,1170,179],{"class":165},[26,1172,169],{"class":165},[26,1174,1175],{"class":36},"Never worked, arrived damaged, or the complaint is expectations.",[26,1177,176],{"class":165},[26,1179,373],{"class":165},[26,1181,217],{"class":165},[26,1183,1184,1186,1188,1190,1192,1194,1196,1198,1200,1202,1204,1206,1208],{"class":28,"line":436},[26,1185,1082],{"class":165},[26,1187,226],{"class":187},[26,1189,176],{"class":165},[26,1191,179],{"class":165},[26,1193,300],{"class":165},[26,1195,169],{"class":165},[26,1197,188],{"class":213},[26,1199,176],{"class":165},[26,1201,179],{"class":165},[26,1203,169],{"class":165},[26,1205,245],{"class":36},[26,1207,176],{"class":165},[26,1209,267],{"class":165},[26,1211,1212,1214,1216,1218,1220,1222,1225,1227],{"class":28,"line":491},[26,1213,1111],{"class":165},[26,1215,1114],{"class":213},[26,1217,176],{"class":165},[26,1219,179],{"class":165},[26,1221,169],{"class":165},[26,1223,1224],{"class":36},"What is the primary failure mode?",[26,1226,176],{"class":165},[26,1228,267],{"class":165},[26,1230,1232,1234,1236,1238,1240,1242,1244,1246,1248,1250,1252,1255,1257],{"class":28,"line":1231},10,[26,1233,1111],{"class":165},[26,1235,1134],{"class":213},[26,1237,176],{"class":165},[26,1239,179],{"class":165},[26,1241,300],{"class":165},[26,1243,169],{"class":165},[26,1245,262],{"class":1145},[26,1247,176],{"class":165},[26,1249,179],{"class":165},[26,1251,169],{"class":165},[26,1253,1254],{"class":36},"A part wore out or seized.",[26,1256,176],{"class":165},[26,1258,267],{"class":165},[26,1260,1262,1264,1266,1268,1270,1272,1275,1277],{"class":28,"line":1261},11,[26,1263,622],{"class":165},[26,1265,335],{"class":1145},[26,1267,176],{"class":165},[26,1269,179],{"class":165},[26,1271,169],{"class":165},[26,1273,1274],{"class":36},"Damage before first use.",[26,1276,176],{"class":165},[26,1278,267],{"class":165},[26,1280,1282,1284,1286,1288,1290,1292,1295,1297,1299],{"class":28,"line":1281},12,[26,1283,622],{"class":165},[26,1285,317],{"class":1145},[26,1287,176],{"class":165},[26,1289,179],{"class":165},[26,1291,169],{"class":165},[26,1293,1294],{"class":36},"Works but not well enough.",[26,1296,176],{"class":165},[26,1298,373],{"class":165},[26,1300,217],{"class":165},[26,1302,1304,1306,1308,1310,1312,1314,1316,1318,1320,1322,1324,1326,1328],{"class":28,"line":1303},13,[26,1305,1082],{"class":165},[26,1307,383],{"class":187},[26,1309,176],{"class":165},[26,1311,179],{"class":165},[26,1313,300],{"class":165},[26,1315,169],{"class":165},[26,1317,188],{"class":213},[26,1319,176],{"class":165},[26,1321,179],{"class":165},[26,1323,169],{"class":165},[26,1325,403],{"class":36},[26,1327,176],{"class":165},[26,1329,267],{"class":165},[26,1331,1333,1335,1337,1339,1341,1343,1346,1348],{"class":28,"line":1332},14,[26,1334,1111],{"class":165},[26,1336,1114],{"class":213},[26,1338,176],{"class":165},[26,1340,179],{"class":165},[26,1342,169],{"class":165},[26,1344,1345],{"class":36},"How severe is this for the customer?",[26,1347,176],{"class":165},[26,1349,267],{"class":165},[26,1351,1353,1355,1357,1359,1361,1364,1366,1369,1371,1373,1375,1378,1380],{"class":28,"line":1352},15,[26,1354,1111],{"class":165},[26,1356,1134],{"class":213},[26,1358,176],{"class":165},[26,1360,179],{"class":165},[26,1362,1363],{"class":165}," [",[26,1365,176],{"class":165},[26,1367,1368],{"class":36},"trivial annoyance",[26,1370,176],{"class":165},[26,1372,202],{"class":165},[26,1374,169],{"class":165},[26,1376,1377],{"class":36},"minor inconvenience",[26,1379,176],{"class":165},[26,1381,267],{"class":165},[26,1383,1385,1388,1391,1393,1395,1397,1400,1402,1404,1406,1409,1411,1414,1416,1418],{"class":28,"line":1384},16,[26,1386,1387],{"class":165},"                   \"",[26,1389,1390],{"class":36},"noticeable problem",[26,1392,176],{"class":165},[26,1394,202],{"class":165},[26,1396,169],{"class":165},[26,1398,1399],{"class":36},"product unusable",[26,1401,176],{"class":165},[26,1403,202],{"class":165},[26,1405,169],{"class":165},[26,1407,1408],{"class":36},"unsafe or total loss",[26,1410,176],{"class":165},[26,1412,1413],{"class":165},"]",[26,1415,373],{"class":165},[26,1417,373],{"class":165},[26,1419,534],{"class":165},[91,1421,1423],{"id":1422},"the-two-field-names-that-cost-us-a-request","The two field names that cost us a request",[11,1425,1426,1427,966,1430,1433,1434,966,1436,1438,1439,1441,1442,1444,1445,1447,1448,1450],{},"Our first attempt used ",[23,1428,1429],{},"question",[23,1431,1432],{},"options",". The real fields are ",[23,1435,1114],{},[23,1437,1134],{},", and ",[23,1440,1134],{}," changes shape by type: an object keyed by your option names for ",[23,1443,245],{},", an array of two to ten ordered levels for ",[23,1446,403],{},", and an optional true\u002Ffalse pair for ",[23,1449,197],{},". The 400 listed every wrong key and charged nothing, which is the good kind of failure.",[91,1452,1454],{"id":1453},"batch-because-the-state-is-the-cost","Batch, because the state is the cost",[11,1456,1457],{},"The endpoint's own pricing note says the state is ingested once per call. Four questions on a 631-token state cost 631 tokens. Asking those four questions in four calls costs roughly four times that for the same answers. One call per item, many questions per call.",[1459,1460],"skill-prompt",{"prompt":1461},"for each of these 500 one-star reviews, decide whether the product broke in use, classify the failure mode into five categories, score the severity, and give me the three most common failure modes with counts",[126,1463,1464],{},[11,1465,130,1466,135,1468],{},[132,1467,134],{},[74,1469,1471],{"href":1470},"\u002Fblog\u002Fguides\u002Fbest-amazon-reviews-api-2026","The Best Amazon Reviews API in 2026",[83,1473,1475],{"id":1474},"why-is-the-severity-score-11-and-not-2","Why is the severity score 1.1 and not 2?",[11,1477,1478],{},"Because the scale is zero-indexed and the value is an expected value, not a level.",[91,1480,1482],{"id":1481},"the-legend-tells-you","The legend tells you",[11,1484,1485],{},"Every score answer carries a legend mapping the numbers to the labels you supplied:",[16,1487,1489],{"className":156,"code":1488,"language":158,"meta":21,"style":21},"\"legend\": { \"0\": \"trivial annoyance\", \"1\": \"minor inconvenience\",\n            \"2\": \"noticeable problem\", \"3\": \"product unusable\",\n            \"4\": \"unsafe or total loss\" }\n",[23,1490,1491,1536,1571],{"__ignoreMap":21},[26,1492,1493,1495,1498,1500,1502,1504,1506,1508,1510,1512,1514,1516,1518,1520,1522,1524,1526,1528,1530,1532,1534],{"class":28,"line":29},[26,1494,176],{"class":165},[26,1496,1497],{"class":36},"legend",[26,1499,176],{"class":165},[26,1501,816],{"class":815},[26,1503,166],{"class":165},[26,1505,169],{"class":165},[26,1507,717],{"class":172},[26,1509,176],{"class":165},[26,1511,179],{"class":165},[26,1513,169],{"class":165},[26,1515,1368],{"class":36},[26,1517,176],{"class":165},[26,1519,202],{"class":165},[26,1521,169],{"class":165},[26,1523,731],{"class":172},[26,1525,176],{"class":165},[26,1527,179],{"class":165},[26,1529,169],{"class":165},[26,1531,1377],{"class":36},[26,1533,176],{"class":165},[26,1535,267],{"class":165},[26,1537,1538,1541,1543,1545,1547,1549,1551,1553,1555,1557,1559,1561,1563,1565,1567,1569],{"class":28,"line":220},[26,1539,1540],{"class":165},"            \"",[26,1542,451],{"class":172},[26,1544,176],{"class":165},[26,1546,179],{"class":165},[26,1548,169],{"class":165},[26,1550,1390],{"class":36},[26,1552,176],{"class":165},[26,1554,202],{"class":165},[26,1556,169],{"class":165},[26,1558,465],{"class":172},[26,1560,176],{"class":165},[26,1562,179],{"class":165},[26,1564,169],{"class":165},[26,1566,1399],{"class":36},[26,1568,176],{"class":165},[26,1570,267],{"class":165},[26,1572,1573,1575,1577,1579,1581,1583,1585,1587],{"class":28,"line":270},[26,1574,1540],{"class":165},[26,1576,478],{"class":172},[26,1578,176],{"class":165},[26,1580,179],{"class":165},[26,1582,169],{"class":165},[26,1584,1408],{"class":36},[26,1586,176],{"class":165},[26,1588,534],{"class":165},[11,1590,1591,1592,1595],{},"We passed five levels. They came back as 0 through 4. So a severity of 3 is the fourth level, \"product unusable\", not the third. ",[132,1593,1594],{},"Read the legend, never assume one-based."," A dashboard labelled \"severity 3 of 5\" on this output is describing the wrong thing.",[91,1597,1599],{"id":1598},"and-the-number-is-continuous","And the number is continuous",[11,1601,1602,1603,1606],{},"The ambiguous review returned ",[23,1604,1605],{},"1.1",". There is no level 1.1. The value is the probability-weighted average across the levels: mass of 0.12 on level 0, 0.65 on level 1 and 0.23 on level 2 works out to roughly 1.1.",[11,1608,1609],{},"That is more useful than a discrete level, and it changes how you consume it:",[11,1611,1612,1615],{},[132,1613,1614],{},"Rank on the score, threshold on the probabilities."," A fractional score sorts a list of five thousand items sensibly. A rule like \"escalate anything unusable\" should read the probability mass at that level, not whether the rounded score reached it.",[11,1617,1618,1621],{},[132,1619,1620],{},"Never round before you aggregate."," Rounding 1.1 to 1 across a large set discards exactly the signal that distinguishes a borderline population from a clear one.",[11,1623,1624,1627,1628,1631,1632,886],{},[132,1625,1626],{},"Use the confidence as a routing key."," Ours was 0.98 on the clear case and 0.71 on the unclear one. Sending everything under a confidence floor to a human is a cheap and honest queue design, and it is the same discipline as reading ",[23,1629,1630],{},"email_status"," before paying for a reveal in ",[74,1633,1635],{"href":1634},"\u002Fblog\u002Fguides\u002Frocketreach-pricing-per-contact-lookups","the contact pricing guide",[83,1637,1639],{"id":1638},"which-endpoint-should-i-use-for-which-job","Which endpoint should I use for which job?",[1641,1642,1643,1668],"table",{},[1644,1645,1646],"thead",{},[1647,1648,1649,1653,1656,1659,1662,1665],"tr",{},[1650,1651,1652],"th",{},"Endpoint",[1650,1654,1655],{},"What it does",[1650,1657,1658],{},"Input",[1650,1660,1661],{},"Output",[1650,1663,1664],{},"Best for",[1650,1666,1667],{},"Billing",[1669,1670,1671,1700,1725,1752,1779],"tbody",{},[1647,1672,1673,1680,1683,1691,1694,1697],{},[1674,1675,1676],"td",{},[74,1677,1678],{"href":955},[23,1679,116],{},[1674,1681,1682],{},"Typed judgments on a state",[1674,1684,1685,962,1687,962,1689],{},[23,1686,961],{},[23,1688,969],{},[23,1690,965],{},[1674,1692,1693],{},"Probabilities, distributions, scored values with legends",[1674,1695,1696],{},"Deciding, classifying, scoring at volume",[1674,1698,1699],{},"Per input token, output free",[1647,1701,1702,1710,1713,1716,1719,1722],{},[1674,1703,1704],{},[74,1705,1707],{"href":1706},"\u002Ftools\u002Famazon",[23,1708,1709],{},"apify\u002Fdelicious_zebu\u002Famazon-product-details-scraper",[1674,1711,1712],{},"The things to judge",[1674,1714,1715],{},"ASIN",[1674,1717,1718],{},"Product records",[1674,1720,1721],{},"Supplying the state",[1674,1723,1724],{},"Per result",[1647,1726,1727,1735,1738,1743,1746,1749],{},[1674,1728,1729],{},[74,1730,1732],{"href":1731},"\u002Ftools\u002Fweb-extraction",[23,1733,1734],{},"firecrawl\u002Fscrape",[1674,1736,1737],{},"A page as text",[1674,1739,1740],{},[23,1741,1742],{},"url",[1674,1744,1745],{},"Markdown plus metadata",[1674,1747,1748],{},"Supplying the state from the web",[1674,1750,1751],{},"Tiered per call",[1647,1753,1754,1762,1765,1770,1773,1776],{},[1674,1755,1756],{},[74,1757,1759],{"href":1758},"\u002Ftools\u002Fcompany-enrichment",[23,1760,1761],{},"hunterio\u002Femail-count",[1674,1763,1764],{},"Structured company facts",[1674,1766,1767],{},[23,1768,1769],{},"domain",[1674,1771,1772],{},"Counts by department",[1674,1774,1775],{},"State that is already typed",[1674,1777,1778],{},"Per call",[1647,1780,1781,1788,1791,1794,1797,1800],{},[1674,1782,1783],{},[74,1784,1785],{"href":955},[23,1786,1787],{},"artificial-analysis\u002Fsearch_models",[1674,1789,1790],{},"Model benchmarks",[1674,1792,1793],{},"Query",[1674,1795,1796],{},"Model records",[1674,1798,1799],{},"Choosing a general model instead",[1674,1801,1778],{},[11,1803,1804,1805,1808,1809,886],{},"Every row was verified with ",[23,1806,1807],{},"monid inspect"," on 2026-09-24. The table gives billing shape rather than figures, because shape drives design and current numbers live on ",[74,1810,1812],{"href":1811},"\u002Ftools","monid.ai\u002Ftools",[11,1814,1815],{},"The first row judges and does not fetch. Everything above it in a pipeline is what supplies the state, which is the reason this endpoint and a tool catalog belong on the same key.",[83,1817,1819],{"id":1818},"when-is-a-general-model-the-better-judge","When is a general model the better judge?",[11,1821,1822],{},"Four cases.",[11,1824,1825,1828],{},[132,1826,1827],{},"The output is prose."," If you need an explanation, a summary or a rewritten sentence, a judge model is the wrong shape. It returns values, not text, and output tokens being free is a consequence of there being very little output.",[11,1830,1831,1834,1835,1837],{},[132,1832,1833],{},"The question is open-ended."," \"What are the themes in these reviews\" is not a typed question. Discover the categories with a general model first, then encode them as a ",[23,1836,245],{}," and run the volume through the judge.",[11,1839,1840,1843],{},[132,1841,1842],{},"You need one judgment, once."," The advantage here is per-item cost at scale and a parseable contract. For a single decision in a conversation, a general model you are already calling is simpler.",[11,1845,1846,135,1849,1851],{},[132,1847,1848],{},"You cannot enumerate the options.",[23,1850,245],{}," takes your categories. If the category set is unknown or unbounded, you are doing extraction rather than classification, and extraction is a different job.",[11,1853,1854],{},"And the disclosure: this is Monid's blog, we resell this endpoint, and we are telling you that for prose, for exploration and for one-off decisions you should use something else. What it is genuinely good at is the case where you have thousands of things and a fixed question, and there the per-item cost and the calibrated probability are both real.",[83,1856,1858],{"id":1857},"conclusion","Conclusion",[11,1860,1861],{},"A model that only judges gives you two things a prompted general model does not: a contract on the output shape, and uncertainty you can read. On 2026-09-24 four typed questions on one review came back in 1.9 seconds with a probability of 0.93 on the yes\u002Fno, a classification whose distribution had collapsed to 1.0, and a severity of 3 on a scale it labelled for us. The same questions on an ambiguous review returned 0.06, a confidence of 0.82 with 14 percent still on the runner-up, and a severity of 1.1.",[11,1863,1864,1865,1868],{},"What matters more than the speed is reading the output correctly. The score is zero-indexed, so five levels are numbered 0 to 4 and a legend arrives with every answer. The score is also continuous, so 1.1 is a real value and rounding it before you aggregate throws away the only thing that separates a borderline set from a clear one. And the bill is ",[23,1866,1867],{},"usage.input_tokens"," alone, which means the state is what you pay for and the fifth question you add is nearly free.",[11,1870,1871,1872,1875,1876,966,1878,1880,1881,966,1883,1885,1886,886],{},"Free next step: run ",[23,1873,1874],{},"monid inspect -p typesafe -e \u002Fsystemone"," and read the three question types before you design a schema. Use ",[23,1877,1114],{},[23,1879,1134],{},", not ",[23,1882,1429],{},[23,1884,1432],{},", and you will skip the 400 we paid nothing for. Start at ",[74,1887,1889],{"href":76,"rel":1888},[78,79],"monid.ai",[83,1891,1893],{"id":1892},"faq","FAQ",[1895,1896,1898],"faq-item",{"q":1897},"Why not just prompt a general model to return JSON?",[11,1899,1900],{},"You can, and for small volumes you should, since you are probably already calling one. Three things change at scale. The output is a contract here rather than a request, so there is no parse step and no occasional malformed response. The probabilities are calibrated quantities rather than tokens the model picked, which is why our yes\u002Fno moved from 0.93 to 0.06 across two reviews and the confidence moved with it. And the billing is on input only, so adding a fifth question to an existing call costs almost nothing while a fifth prompted call costs a fifth call. If any of those three does not matter to your job, prompt the model you have.",[1895,1902,1904],{"q":1903},"What does the probability actually mean?",[11,1905,1906,1907,1909,1910,1912,1913,1915],{},"For a ",[23,1908,197],{}," it is the model's calibrated belief that the answer is yes, so 0.93 and 0.06 are meant to be read as strong yes and strong no rather than as scores. For a ",[23,1911,245],{}," you get both a pick and the full distribution, and the distribution is the useful part: our clear case put 1.0 on one option and our unclear case left 0.14 on the runner-up, which is exactly the row a human should see. For a ",[23,1914,403],{}," you get a probability per level plus a weighted value. Treat the confidence as a routing key: everything below a floor you choose goes to a person, and the rest is automated.",[1895,1917,1919],{"q":1918},"How does the bill actually work?",[11,1920,1921,1922,1924],{},"It is input tokens only, reported in ",[23,1923,1867],{},", with output tokens free. That has one important design consequence: the state is ingested once per call, so the cost is driven by how much context you send rather than by how many questions you ask about it. Our two reviews cost 631 and 583 input tokens for four judgments each. The wrong pattern is one call per question, which pays for the same state four times. The right pattern is one call per item with every question you need about that item bundled into it.",[1895,1926,1928],{"q":1927},"Should you pin the model version?",[11,1929,1930,1931,1934],{},"Pin it once your prompts and thresholds are tuned, because a judge model's calibration is the thing you built your thresholds on and a new release can shift it. The endpoint exposes three choices: a stable alias, a preview alias, and a pinned version. We requested the stable alias and the response reported back ",[23,1932,1933],{},"jev-1.13.0",", which is the useful behaviour: the answer always names the version that produced it, so you can store it alongside every judgment and know later whether a distribution shift was your data or their release.",[1936,1937,1940],"tool-cta",{"category":1938,"title":1939},"ai","Judgments your code can branch on",[11,1941,1942],{},"Send a state and typed questions, get probabilities, distributions and scored values back in one sub-second call, billed on input alone.",[11,1944,1945],{},[1946,1947,1948],"em",{},"Last updated September 2026.",[1950,1951,1952],"style",{},"html pre.shiki code .s2Zo4, html code.shiki .s2Zo4{--shiki-light:#6182B8;--shiki-default:#82AAFF;--shiki-dark:#82AAFF}html pre.shiki code .sfazB, html code.shiki .sfazB{--shiki-light:#91B859;--shiki-default:#C3E88D;--shiki-dark:#C3E88D}html .light .shiki span {color: var(--shiki-light);background: var(--shiki-light-bg);font-style: var(--shiki-light-font-style);font-weight: var(--shiki-light-font-weight);text-decoration: var(--shiki-light-text-decoration);}html.light .shiki span {color: var(--shiki-light);background: var(--shiki-light-bg);font-style: var(--shiki-light-font-style);font-weight: var(--shiki-light-font-weight);text-decoration: var(--shiki-light-text-decoration);}html .default .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html.dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html pre.shiki code .sMK4o, html code.shiki .sMK4o{--shiki-light:#39ADB5;--shiki-default:#89DDFF;--shiki-dark:#89DDFF}html pre.shiki code .spNyl, html code.shiki .spNyl{--shiki-light:#9C3EDA;--shiki-default:#C792EA;--shiki-dark:#C792EA}html pre.shiki code .sBMFI, html code.shiki .sBMFI{--shiki-light:#E2931D;--shiki-default:#FFCB6B;--shiki-dark:#FFCB6B}html pre.shiki code .sbssI, html code.shiki .sbssI{--shiki-light:#F76D47;--shiki-default:#F78C6C;--shiki-dark:#F78C6C}html pre.shiki code .sTEyZ, html code.shiki .sTEyZ{--shiki-light:#90A4AE;--shiki-default:#EEFFFF;--shiki-dark:#BABED8}html pre.shiki code .swJcz, html code.shiki .swJcz{--shiki-light:#E53935;--shiki-default:#F07178;--shiki-dark:#F07178}",{"title":21,"searchDepth":220,"depth":220,"links":1954},[1955,1961,1966,1973,1977,1978,1979,1980],{"id":85,"depth":220,"text":86,"children":1956},[1957,1958,1959,1960],{"id":93,"depth":270,"text":94},{"id":100,"depth":270,"text":101},{"id":107,"depth":270,"text":108},{"id":120,"depth":270,"text":121},{"id":142,"depth":220,"text":143,"children":1962},[1963,1964,1965],{"id":149,"depth":270,"text":150},{"id":540,"depth":270,"text":541},{"id":797,"depth":270,"text":798},{"id":852,"depth":220,"text":853,"children":1967},[1968,1969,1970,1971,1972],{"id":859,"depth":270,"text":860},{"id":889,"depth":270,"text":890},{"id":946,"depth":270,"text":947},{"id":1422,"depth":270,"text":1423},{"id":1453,"depth":270,"text":1454},{"id":1474,"depth":220,"text":1475,"children":1974},[1975,1976],{"id":1481,"depth":270,"text":1482},{"id":1598,"depth":270,"text":1599},{"id":1638,"depth":220,"text":1639},{"id":1818,"depth":220,"text":1819},{"id":1857,"depth":220,"text":1858},{"id":1892,"depth":220,"text":1893},"Product","\u002Fimg\u002Fblog\u002Fllm-as-a-judge-typesafe-jev.png","Four typed judgments on one review in 1.9 seconds, billed on 631 input tokens with output free. The severity score came back 1.1, and it is zero-indexed.",false,"md",null,"\u002Fimg\u002Fblog\u002Fllm-as-a-judge-typesafe-jev-card.png",{},true,"\u002Fblog\u002Fguides\u002Fllm-as-a-judge-typesafe-jev","2026-09-24","11 min",{"title":5,"description":1983},"blog\u002Fguides\u002Fllm-as-a-judge-typesafe-jev",[1996,1997,1998,1999,2000],"llm as a judge","typesafe jev","classification api","structured judgment","system one","TIrbZSGQzHDbU_t2NPWnaGZBtwu86Df3-s1EEmjWU6Q",[2003,2005,2018,2031,2043,2057,2069,2081,2094,2107,2120,2133,2145,2157,2171,2183,2194,2206,2218,2230,2243,2254,2266,2279,2292,2303,2315,2328,2339,2352,2364,2375,2388,2400,2411,2423,2433,2446,2458,2468,2480,2492,2502,2513,2525,2537,2549,2562,2575,2588,2599,2611,2623,2636,2648,2661,2673,2684,2695,2706,2716,2727,2737,2749,2759,2770,2781,2794,2804,2815,2823,2833,2844,2856,2868,2880,2890,2902,2913,2925,2935,2944,2954,2964,2974,2985,2994,3004,3015,3025,3036,3048,3055,3065,3073,3083,3092,3102,3113,3120,3128,3137,3148,3158,3167,3176,3186,3197,3206,3215,3225,3235,3243,3256,3266,3276,3286,3296,3306,3314,3323,3332,3339,3349,3361,3370,3383,3392,3401,3412,3420,3429,3437,3446,3455],{"path":1990,"title":5,"description":1983,"publishedAt":1991,"author":6,"category":1981,"tags":2004,"readTime":1992,"cover":1982,"listingCover":1987,"image":1986},[1996,1997,1998,1999,2000],{"path":2006,"title":2007,"description":2008,"publishedAt":1991,"author":6,"category":1981,"tags":2009,"readTime":2015,"cover":2016,"listingCover":2017,"image":1986},"\u002Fblog\u002Fguides\u002Fmeta-muse-agent-tools","Meta Muse Builds Its Own Tools: Here It Does Not Have To","Muse writes a connector for anything with an API. One spec of 38 paths and 42 operations means it writes one connector instead of two thousand.",[2010,2011,2012,2013,2014],"meta muse","muse agent tools","agent connectors","openapi for agents","rest api for ai agents","10 min","\u002Fimg\u002Fblog\u002Fmeta-muse-agent-tools.png","\u002Fimg\u002Fblog\u002Fmeta-muse-agent-tools-card.png",{"path":2019,"title":2020,"description":2021,"publishedAt":1991,"author":6,"category":2022,"tags":2023,"readTime":1992,"cover":2029,"listingCover":2030,"image":1986},"\u002Fblog\u002Fguides\u002Fsales-automation-by-the-call","Sales Automation Without a Seat: Four Calls and One Receipt","The automation most teams buy is four lookups in a row. Here is each one measured, including the one that charged us for a record with a null title.","Sales & enrichment",[2024,2025,2026,2027,2028],"sales automation","what is sales automation","sales workflow","outbound automation","lead generation","\u002Fimg\u002Fblog\u002Fsales-automation-by-the-call.png","\u002Fimg\u002Fblog\u002Fsales-automation-by-the-call-card.png",{"path":2032,"title":2033,"description":2034,"publishedAt":1991,"author":6,"category":1981,"tags":2035,"readTime":1992,"cover":2041,"listingCover":2042,"image":1986},"\u002Fblog\u002Fguides\u002Fzapier-alternatives-tool-layer","Zapier Alternatives: The Directory's Own List Had Trello On It","We pulled a directory list of Zapier alternatives. The array named alternatives held Trello, Jira and Notion. The competitors were in another field.",[2036,2037,2038,2039,2040],"zapier alternatives","n8n alternatives","n8n api","workflow automation","software alternatives api","\u002Fimg\u002Fblog\u002Fzapier-alternatives-tool-layer.png","\u002Fimg\u002Fblog\u002Fzapier-alternatives-tool-layer-card.png",{"path":2044,"title":2045,"description":2046,"publishedAt":2047,"author":6,"category":2022,"tags":2048,"readTime":2054,"cover":2055,"listingCover":2056,"image":1986},"\u002Fblog\u002Fguides\u002Fai-lead-score-calculation-method","AI Lead Score Calculation: The Inputs Disagree Before the Model Runs","Two providers gave one company 580 and 1,011 employees. A third resolved a famous domain to a different company with a plausible record.","2026-09-23",[2049,2050,2051,2052,2053],"ai lead score calculation method","lead scoring","icp scoring","lead qualification","firmographics","12 min","\u002Fimg\u002Fblog\u002Fai-lead-score-calculation-method.png","\u002Fimg\u002Fblog\u002Fai-lead-score-calculation-method-card.png",{"path":2058,"title":2059,"description":2060,"publishedAt":2047,"author":6,"category":1981,"tags":2061,"readTime":1992,"cover":2067,"listingCover":2068,"image":1986},"\u002Fblog\u002Fguides\u002Fkeyword-cannibalization-check","Keyword Cannibalization: We Found Six of Our Own Pages Fighting","A site-restricted search returned six of our guides for one concept. The unrestricted search returned none of them. That gap is the problem.",[2062,2063,2064,2065,2066],"keyword cannibalization","ahrefs keyword cannibalization","content audit","serp api","internal competition","\u002Fimg\u002Fblog\u002Fkeyword-cannibalization-check.png","\u002Fimg\u002Fblog\u002Fkeyword-cannibalization-check-card.png",{"path":2070,"title":2071,"description":2072,"publishedAt":2047,"author":6,"category":2022,"tags":2073,"readTime":1992,"cover":2079,"listingCover":2080,"image":1986},"\u002Fblog\u002Fguides\u002Ftarget-company-url-analysis","Target Company URL Analysis: What One Domain Tells You in Four Calls","Start with nothing but a URL. Four calls returned the company, its size, its stack with checkable evidence, and 445 known contacts split by department.",[2074,2075,2076,2077,2078],"target company url analysis","company url lookup","domain to company","website analysis api","account research","\u002Fimg\u002Fblog\u002Ftarget-company-url-analysis.png","\u002Fimg\u002Fblog\u002Ftarget-company-url-analysis-card.png",{"path":2082,"title":2083,"description":2084,"publishedAt":2085,"author":6,"category":2022,"tags":2086,"readTime":1992,"cover":2092,"listingCover":2093,"image":1986},"\u002Fblog\u002Fguides\u002Fapollo-extension-or-api","Apollo Extension or Apollo API: Which One Does the Job You Have","One company call returned 66 fields including 271 technologies in 2.5 seconds. A person call returned a null title and a null email, and still billed.","2026-09-21",[2087,2088,2089,2090,2091],"apollo.io extension","apollo extension","apollo chrome extension","apollo api","apollo lead generation","\u002Fimg\u002Fblog\u002Fapollo-extension-or-api.png","\u002Fimg\u002Fblog\u002Fapollo-extension-or-api-card.png",{"path":2095,"title":2096,"description":2097,"publishedAt":2085,"author":6,"category":2098,"tags":2099,"readTime":2054,"cover":2105,"listingCover":2106,"image":1986},"\u002Fblog\u002Fguides\u002Fsearch-for-upc-barcode-lookup-api","UPC Lookup by API: Two Databases, and One Barcode Neither Had","A soda barcode returned ingredients and a nutrition grade. A book came from another database. A phone cable came back not found, and still billed.","Ecommerce",[2100,2101,2102,2103,2104],"upc lookup","upc code lookup","barcode lookup api","search for upc","gtin lookup","\u002Fimg\u002Fblog\u002Fsearch-for-upc-barcode-lookup-api.png","\u002Fimg\u002Fblog\u002Fsearch-for-upc-barcode-lookup-api-card.png",{"path":2108,"title":2109,"description":2110,"publishedAt":2085,"author":6,"category":2111,"tags":2112,"readTime":1992,"cover":2118,"listingCover":2119,"image":1986},"\u002Fblog\u002Fguides\u002Fsocial-searcher-username-across-platforms","Social Searcher by API: One Username, Six Platforms, Six Schemas","One handle through one endpoint on six platforms. The identity field changed name three times and one platform returned a profile that was not the brand.","Social data",[2113,2114,2115,2116,2117],"social searcher","username search","instant username search","social profile","cross platform social search","\u002Fimg\u002Fblog\u002Fsocial-searcher-username-across-platforms.png","\u002Fimg\u002Fblog\u002Fsocial-searcher-username-across-platforms-card.png",{"path":2121,"title":2122,"description":2123,"publishedAt":2124,"author":6,"category":1981,"tags":2125,"readTime":1992,"cover":2131,"listingCover":2132,"image":1986},"\u002Fblog\u002Fguides\u002Fahrefs-vs-kwfinder-link-half","Ahrefs vs KWFinder: Both Halves Are Available by the Call","We said the keyword half was not buyable per call. That was wrong. Here is the corrected answer, and the 740x volume disagreement we found while checking.","2026-09-18",[2126,2127,2128,2129,2130],"ahrefs vs kwfinder","kwfinder vs ahrefs","keyword research api","ahrefs alternative","backlink api","\u002Fimg\u002Fblog\u002Fahrefs-vs-kwfinder-link-half.png","\u002Fimg\u002Fblog\u002Fahrefs-vs-kwfinder-link-half-card.png",{"path":2134,"title":2135,"description":2136,"publishedAt":2124,"author":6,"category":2111,"tags":2137,"readTime":1992,"cover":2143,"listingCover":2144,"image":1986},"\u002Fblog\u002Fguides\u002Ffacebook-profile-viewer-api","Facebook Profile Viewer: What an API Returns, and What It Will Not","The scraper whose docs say it refuses personal profiles returned one anyway. Its two follower counts for that person differed by one.",[2138,2139,2140,2141,2142],"facebook profile viewer","facebook profile api","facebook page scraper","public facebook data","facebook api","\u002Fimg\u002Fblog\u002Ffacebook-profile-viewer-api.png","\u002Fimg\u002Fblog\u002Ffacebook-profile-viewer-api-card.png",{"path":2146,"title":2147,"description":2148,"publishedAt":2124,"author":6,"category":2022,"tags":2149,"readTime":1992,"cover":2155,"listingCover":2156,"image":1986},"\u002Fblog\u002Fguides\u002Fh1b-data-api-sponsorship-records","H-1B Data by API: 549,133 Records, and the Domain Field Is Invented","One call returned half a million sponsorship records. The top wage was a React developer on 1.9 million. The company domain on every row does not resolve.",[2150,2151,2152,2153,2154],"h1b data","h1b api","h1b salary data","visa sponsorship data","labor condition application","\u002Fimg\u002Fblog\u002Fh1b-data-api-sponsorship-records.png","\u002Fimg\u002Fblog\u002Fh1b-data-api-sponsorship-records-card.png",{"path":2158,"title":2159,"description":2160,"publishedAt":2161,"author":6,"category":2162,"tags":2163,"readTime":1992,"cover":2169,"listingCover":2170,"image":1986},"\u002Fblog\u002Fguides\u002Farxiv-api-paper-search","arXiv API for Paper Search: Three of Twenty Results Were Off Topic","Restricting a paper search to arXiv returned three papers about cognitive augmentation instead of retrieval augmentation. The blended source returned none.","2026-09-17","Search & RAG",[2164,2165,2166,2167,2168],"arxiv api","paper search api","academic search api","literature review api","semantic scholar","\u002Fimg\u002Fblog\u002Farxiv-api-paper-search.png","\u002Fimg\u002Fblog\u002Farxiv-api-paper-search-card.png",{"path":2172,"title":2173,"description":2174,"publishedAt":2161,"author":6,"category":2022,"tags":2175,"readTime":1992,"cover":2181,"listingCover":2182,"image":1986},"\u002Fblog\u002Fguides\u002Fbuzzfile-search-by-name-company-lookup","Buzzfile Search by Name or a Company API: One Name, Ten Companies","One free call on the name Patagonia returned ten companies, all called Patagonia. A rival fuzzy search returned two, and neither was the right one.",[2176,2177,2178,2179,2180],"buzzfile search by name","company search by name","company lookup api","name to domain","company enrichment","\u002Fimg\u002Fblog\u002Fbuzzfile-search-by-name-company-lookup.png","\u002Fimg\u002Fblog\u002Fbuzzfile-search-by-name-company-lookup-card.png",{"path":1634,"title":2184,"description":2185,"publishedAt":2161,"author":6,"category":2022,"tags":2186,"readTime":1992,"cover":2192,"listingCover":2193,"image":1986},"RocketReach Pricing or Per-Contact Lookups: Where the Charge Lands","We paid the base charge for one executive and got an id, a country and a null title. A second provider returned the right job title and zero contacts.",[2187,2188,2189,2190,2191],"rocketreach pricing","rocketreach","contact lookup api","people enrichment pricing","credits","\u002Fimg\u002Fblog\u002Frocketreach-pricing-per-contact-lookups.png","\u002Fimg\u002Fblog\u002Frocketreach-pricing-per-contact-lookups-card.png",{"path":2195,"title":2196,"description":2197,"publishedAt":2198,"author":6,"category":2022,"tags":2199,"readTime":1992,"cover":2204,"listingCover":2205,"image":1986},"\u002Fblog\u002Fguides\u002Fb2b-prospecting-tool-api","B2B Prospecting Tool by API: The List Is Free, the Name Is the Bill","One free call returned 100 sales leaders at 47 companies with names redacted. Revealing who they are is the paid step. How three prospecting routes bill.","2026-09-16",[2200,2201,2202,2203,2028],"b2b prospecting tool","b2b leads","b2b sms outreach","prospecting api","\u002Fimg\u002Fblog\u002Fb2b-prospecting-tool-api.png","\u002Fimg\u002Fblog\u002Fb2b-prospecting-tool-api-card.png",{"path":2207,"title":2208,"description":2209,"publishedAt":2198,"author":6,"category":2022,"tags":2210,"readTime":1992,"cover":2216,"listingCover":2217,"image":1986},"\u002Fblog\u002Fguides\u002Fcrunchbase-pro-vs-api-by-the-call","Crunchbase Pro or Crunchbase by the Call: What Each Actually Returns","Sixty-nine organisations match Stripe. The profile carried seven fields and no funding total. Twenty-five rounds came back with types and no amounts.",[2211,2212,2213,2214,2215],"crunchbase pro","crunchbase api","crunchbase pricing","funding rounds api","company data","\u002Fimg\u002Fblog\u002Fcrunchbase-pro-vs-api-by-the-call.png","\u002Fimg\u002Fblog\u002Fcrunchbase-pro-vs-api-by-the-call-card.png",{"path":2219,"title":2220,"description":2221,"publishedAt":2198,"author":6,"category":2162,"tags":2222,"readTime":1992,"cover":2228,"listingCover":2229,"image":1986},"\u002Fblog\u002Fguides\u002Ftavily-api-key-or-one-key","Tavily API Key or One Key: Four Web Search APIs, One Query, Zero URLs in Common","Four search engines, one query, same minute. Two shared no URLs at all. One returned Google page one verbatim. One found our own page.",[2223,2224,2225,2226,2227],"tavily api key","tavily api","web search api for agents","search api comparison","exa","\u002Fimg\u002Fblog\u002Ftavily-api-key-or-one-key.png","\u002Fimg\u002Fblog\u002Ftavily-api-key-or-one-key-card.png",{"path":2231,"title":2232,"description":2233,"publishedAt":2234,"author":6,"category":2162,"tags":2235,"readTime":1992,"cover":2241,"listingCover":2242,"image":1986},"\u002Fblog\u002Fguides\u002Fahrefs-api-domain-rating-backlinks","Ahrefs API by the Call: Domain Rating, Backlinks, Paid Pages","We pulled our own backlink profile through the Ahrefs API: ten referring domains, all DR 91 or higher, six dofollow links out of thirty-three.","2026-09-15",[2236,2237,2238,2239,2240],"ahrefs api","ahrefs api documentation","domain rating api","backlinks api","seo data api","\u002Fimg\u002Fblog\u002Fahrefs-api-domain-rating-backlinks.png","\u002Fimg\u002Fblog\u002Fahrefs-api-domain-rating-backlinks-card.png",{"path":2244,"title":2245,"description":2246,"publishedAt":2234,"author":6,"category":2022,"tags":2247,"readTime":1992,"cover":2252,"listingCover":2253,"image":1986},"\u002Fblog\u002Fguides\u002Fapollo-email-finder-api","Apollo Email Finder API: Two Providers, One Mailbox, Two Owners","Apollo says patrick@stripe.com is the CEO, verified. Hunter.io says it is an IT administrator, observed. Same address, one day apart, both confident.",[2248,2090,2249,2250,2251],"apollo email finder","apollo.io api","people match","email enrichment","\u002Fimg\u002Fblog\u002Fapollo-email-finder-api.png","\u002Fimg\u002Fblog\u002Fapollo-email-finder-api-card.png",{"path":2255,"title":2256,"description":2257,"publishedAt":2234,"author":6,"category":1981,"tags":2258,"readTime":2015,"cover":2264,"listingCover":2265,"image":1986},"\u002Fblog\u002Fguides\u002Fdomain-name-availability-api","Domain Name Availability API: Registered Is Not the Same as Live","We checked our own name: the .com was available, .io and .dev were registered with no site, and two WHOIS providers agreed on every date.",[2259,2260,2261,2262,2263],"domain name search availability","domain availability api","whois api","domain lookup","startup domain check","\u002Fimg\u002Fblog\u002Fdomain-name-availability-api.png","\u002Fimg\u002Fblog\u002Fdomain-name-availability-api-card.png",{"path":2267,"title":2268,"description":2269,"publishedAt":2234,"author":6,"category":2162,"tags":2270,"readTime":2054,"cover":2277,"listingCover":2278,"image":1986},"\u002Fblog\u002Fguides\u002Ffirecrawl-with-claude-mcp-or-one-key","Claude MCP for Web Data: One Server Per Tool, or One Key?","One call mapped 3,779 documentation pages in eight seconds. The question is whether each tool that does this needs its own MCP server in your config.",[2271,2272,2273,2274,2275,2276],"claude mcp","claude mcp server","firecrawl mcp","firecrawl claude","mcp server","web scraping for agents","\u002Fimg\u002Fblog\u002Ffirecrawl-with-claude-mcp-or-one-key.png","\u002Fimg\u002Fblog\u002Ffirecrawl-with-claude-mcp-or-one-key-card.png",{"path":2280,"title":2281,"description":2282,"publishedAt":2234,"author":6,"category":2283,"tags":2284,"readTime":1992,"cover":2290,"listingCover":2291,"image":1986},"\u002Fblog\u002Fguides\u002Fhow-to-use-seedance-2-0-api","How to Use Seedance 2.0 by API: One Prompt, Two Models, Measured","Seedance 2.0 and 2.0 Mini rendered one 5-second prompt in the same two minutes for the same 108,900 tokens. One billed exactly twice the other.","Generative media",[2285,2286,2287,2288,2289],"how to use seedance 2.0","seedance 2.0","seedance api","text to video api","ai video generation","\u002Fimg\u002Fblog\u002Fhow-to-use-seedance-2-0-api.png","\u002Fimg\u002Fblog\u002Fhow-to-use-seedance-2-0-api-card.png",{"path":2293,"title":2294,"description":2295,"publishedAt":2234,"author":6,"category":2162,"tags":2296,"readTime":1992,"cover":2301,"listingCover":2302,"image":1986},"\u002Fblog\u002Fguides\u002Focten-ai-search-api","Octen AI Search API: 78 ms Inside, One Second End to End","Octen reports its own latency in every response. On our calls it said 78 ms; the round trip was a second. What search, extract and embedding return.",[2297,2298,2299,2300,2225],"octen ai","octen","octen search","octen api","\u002Fimg\u002Fblog\u002Focten-ai-search-api.png","\u002Fimg\u002Fblog\u002Focten-ai-search-api-card.png",{"path":2304,"title":2305,"description":2306,"publishedAt":2234,"author":6,"category":2111,"tags":2307,"readTime":1992,"cover":2313,"listingCover":2314,"image":1986},"\u002Fblog\u002Fguides\u002Freddit-user-information-extraction-api","Reddit User Information Extraction: Profile, Posts and Comments by API","One Reddit account, three endpoints: a profile with karma split two ways, a complete post history in one call, and comments that carry their thread.",[2308,2309,2310,2311,2312],"reddit user information extraction","reddit user api","reddit profile scraper","reddit comments api","social data","\u002Fimg\u002Fblog\u002Freddit-user-information-extraction-api.png","\u002Fimg\u002Fblog\u002Freddit-user-information-extraction-api-card.png",{"path":2316,"title":2317,"description":2318,"publishedAt":2319,"author":6,"category":2022,"tags":2320,"readTime":1992,"cover":2326,"listingCover":2327,"image":1986},"\u002Fblog\u002Fguides\u002Fhunter-io-api-domain-search-vs-email-finder","Hunter.io API: Domain Search Finds, Email Finder Guesses","Hunter.io domain search returned ten verified addresses at confidence 85. Email finder returned one address at confidence 16 with no source. Same provider.","2026-09-14",[2321,2322,2323,2324,2325],"hunter.io","hunter io api","email finder","domain search","email verification","\u002Fimg\u002Fblog\u002Fhunter-io-api-domain-search-vs-email-finder.png","\u002Fimg\u002Fblog\u002Fhunter-io-api-domain-search-vs-email-finder-card.png",{"path":2329,"title":2330,"description":2331,"publishedAt":2319,"author":6,"category":2022,"tags":2332,"readTime":2015,"cover":2337,"listingCover":2338,"image":1986},"\u002Fblog\u002Fguides\u002Freverse-email-lookup-api","Reverse Email Lookup API: What One Address Actually Returned","A reverse email lookup on a Stripe address returned an IT administrator, not the CEO. That is the endpoint working, and the fuzzy flag says why.",[2333,2334,2335,2336,2321],"reverse email lookup","reverse email lookup free","email to person","people enrichment","\u002Fimg\u002Fblog\u002Freverse-email-lookup-api.png","\u002Fimg\u002Fblog\u002Freverse-email-lookup-api-card.png",{"path":2340,"title":2341,"description":2342,"publishedAt":2319,"author":6,"category":2111,"tags":2343,"readTime":2054,"cover":2350,"listingCover":2351,"image":1986},"\u002Fblog\u002Fguides\u002Ftiktok-user-finder-api","TikTok Profile Viewer and Account Finder: What an API Returns","One profile call returned two different follower counts in one response. One keyword returned twenty accounts, ten of them regional handles of one brand.",[2344,2345,2346,2347,2348,2349],"tiktok profile viewer","tiktok account viewer","tiktok account finder","tiktok user search","tiktok api","tikhub","\u002Fimg\u002Fblog\u002Ftiktok-user-finder-api.png","\u002Fimg\u002Fblog\u002Ftiktok-user-finder-api-card.png",{"path":2353,"title":2354,"description":2355,"publishedAt":2356,"author":6,"category":2162,"tags":2357,"readTime":1992,"cover":2362,"listingCover":2363,"image":1986},"\u002Fblog\u002Fguides\u002Ffree-web-search-api-for-agents","TinyFish Made a Free Web Search API. One Query Is a Third.","We asked TinyFish Search one question five ways. It returned 27 pages, and the best single phrasing found 9 of them. Every call was free.","2026-09-13",[2358,2359,2360,2361],"web search","ai agents","rag","retrieval","\u002Fimg\u002Fblog\u002Ffree-web-search-api-for-agents.png","\u002Fimg\u002Fblog\u002Ffree-web-search-api-for-agents-card.png",{"path":2365,"title":2366,"description":2367,"publishedAt":2368,"author":6,"category":1981,"tags":2369,"readTime":1992,"cover":2373,"listingCover":2374,"image":1986},"\u002Fblog\u002Fguides\u002Fai-agent-development-company-or-in-house","AI Agent Development Company or In House? The Hard Part","Two vendors, one domain, two different companies. One reported 2,930 employees and the other 63. Neither returned an error. That is the build.","2026-09-08",[2359,2370,2371,2372],"build vs buy","data quality","integration","\u002Fimg\u002Fblog\u002Fai-agent-development-company-or-in-house.png","\u002Fimg\u002Fblog\u002Fai-agent-development-company-or-in-house-card.png",{"path":2376,"title":2377,"description":2378,"publishedAt":2368,"author":6,"category":2379,"tags":2380,"readTime":1992,"cover":2386,"listingCover":2387,"image":1986},"\u002Fblog\u002Fguides\u002Ffind-companies-running-google-ads","How Do You Find Prospects Running Google Ads?","One landing page carried 1,537 distinct ad creatives. That count, not traffic, separates a company testing paid search from one committed to it.","Ads intelligence",[2381,2382,2383,2384,2385],"google ads","ads intelligence","prospecting","paid search","agency lead generation","\u002Fimg\u002Fblog\u002Ffind-companies-running-google-ads.png","\u002Fimg\u002Fblog\u002Ffind-companies-running-google-ads-card.png",{"path":2389,"title":2390,"description":2391,"publishedAt":2368,"author":6,"category":2098,"tags":2392,"readTime":1992,"cover":2398,"listingCover":2399,"image":1986},"\u002Fblog\u002Fguides\u002Fgoogle-shopping-api-lowest-price","Google Shopping API: The Lowest Price Is a Different Product","One search returned the same headphones from 22.99 to 399.99. The cheapest was a weekly rental. Sorting by price picks the row that is not the product.",[2393,2394,2395,2396,2397],"google shopping api","price comparison","ecommerce data","product matching","repricing","\u002Fimg\u002Fblog\u002Fgoogle-shopping-api-lowest-price.png","\u002Fimg\u002Fblog\u002Fgoogle-shopping-api-lowest-price-card.png",{"path":2401,"title":2402,"description":2403,"publishedAt":2368,"author":6,"category":2111,"tags":2404,"readTime":1992,"cover":2409,"listingCover":2410,"image":1986},"\u002Fblog\u002Fguides\u002Freddit-scraper-returns-different-posts","Two Reddit Scrapers, One Query, Four Posts in Common","The complaint is that a Reddit scraper returns irrelevant posts. We measured it. Results were relevant, and two providers disagreed on six of ten.",[2405,2406,2407,2408,2349],"reddit scraper","reddit api","social listening","apify","\u002Fimg\u002Fblog\u002Freddit-scraper-returns-different-posts.png","\u002Fimg\u002Fblog\u002Freddit-scraper-returns-different-posts-card.png",{"path":2412,"title":2413,"description":2414,"publishedAt":2368,"author":6,"category":2022,"tags":2415,"readTime":1992,"cover":2421,"listingCover":2422,"image":1986},"\u002Fblog\u002Fguides\u002Fsalary-data-api-three-sources","Salary Data API: Three Sources, Three Different Numbers","Indeed says the median software engineer earns 136k. Levels.fyi says 298k. Both are right, and the field that explains it is the sample count.",[2416,2417,2418,2419,2420],"salary data api","compensation data","levels.fyi","h1b salaries","market data","\u002Fimg\u002Fblog\u002Fsalary-data-api-three-sources.png","\u002Fimg\u002Fblog\u002Fsalary-data-api-three-sources-card.png",{"path":2424,"title":2425,"description":2426,"publishedAt":2368,"author":6,"category":2111,"tags":2427,"readTime":2015,"cover":2431,"listingCover":2432,"image":1986},"\u002Fblog\u002Fguides\u002Ftelegram-channel-data-without-a-bot-token","Telegram Channel Data Without a Bot Token","Telegram publishes view counts no other platform gives you. They arrive as 926K and 24.2M, already rounded, and they are lifetime totals not velocity.",[2428,2429,2407,2430,2349],"telegram api","telegram scraping","channel data","\u002Fimg\u002Fblog\u002Ftelegram-channel-data-without-a-bot-token.png","\u002Fimg\u002Fblog\u002Ftelegram-channel-data-without-a-bot-token-card.png",{"path":2434,"title":2435,"description":2436,"publishedAt":2437,"author":6,"category":1981,"tags":2438,"readTime":1992,"cover":2444,"listingCover":2445,"image":1986},"\u002Fblog\u002Fguides\u002Finsider-trading-api-form-4-data","Insider Trading API: What Form 4 Data Actually Tells You","A director sold 1,848,501 shares for $410,843,671. The filing arrived two days later, and that lag is the most important field in the response.","2026-09-07",[2439,2440,2441,2442,2443],"insider trading api","sec form 4","insider transactions","financial data","market signals","\u002Fimg\u002Fblog\u002Finsider-trading-api-form-4-data.png","\u002Fimg\u002Fblog\u002Finsider-trading-api-form-4-data-card.png",{"path":2447,"title":2448,"description":2449,"publishedAt":2437,"author":6,"category":2022,"tags":2450,"readTime":2054,"cover":2456,"listingCover":2457,"image":1986},"\u002Fblog\u002Fguides\u002Fis-there-an-api-for-pitchbook-data","PitchBook Pricing and Cost: Is There an API Instead?","PitchBook publishes no price and no public API. Free alternatives return which rounds a company raised and what type, not how much, when or the valuation.",[2451,2452,2453,2214,2454,2455],"pitchbook pricing","pitchbook cost","pitchbook api","private company data","venture data","\u002Fimg\u002Fblog\u002Fis-there-an-api-for-pitchbook-data.png","\u002Fimg\u002Fblog\u002Fis-there-an-api-for-pitchbook-data-card.png",{"path":2459,"title":2460,"description":2461,"publishedAt":2437,"author":6,"category":2098,"tags":2462,"readTime":1992,"cover":2466,"listingCover":2467,"image":1986},"\u002Fblog\u002Fguides\u002Fmonitor-competitor-prices-automatically","How to Monitor Competitor Prices Automatically","Two sources agreed the price was 54.99. One also said the list price was 79.99. Store only the first and you cannot tell a price cut from a discount.",[2463,2464,2397,2395,2465],"competitor price monitoring","price tracking","list price","\u002Fimg\u002Fblog\u002Fmonitor-competitor-prices-automatically.png","\u002Fimg\u002Fblog\u002Fmonitor-competitor-prices-automatically-card.png",{"path":2469,"title":2470,"description":2471,"publishedAt":2437,"author":6,"category":1981,"tags":2472,"readTime":2054,"cover":2478,"listingCover":2479,"image":1986},"\u002Fblog\u002Fguides\u002Fprediction-market-data-api-kalshi-polymarket","Kalshi API and Polymarket: Matching Prediction Markets by the Call","Two Kalshi routes returned 15 and 25 fields for one venue, with no tickers in common. The cross-venue match endpoint returned 20 pairs at 100 percent.",[2473,2474,2475,2476,2420,2477],"kalshi api","polymarket api","prediction markets","prediction market data","cross-venue","\u002Fimg\u002Fblog\u002Fprediction-market-data-api-kalshi-polymarket.png","\u002Fimg\u002Fblog\u002Fprediction-market-data-api-kalshi-polymarket-card.png",{"path":2481,"title":2482,"description":2483,"publishedAt":2437,"author":6,"category":1981,"tags":2484,"readTime":1992,"cover":2490,"listingCover":2491,"image":1986},"\u002Fblog\u002Fguides\u002Fsoftware-review-data-api-g2-capterra","Software Review Data: What a G2 or Capterra API Returns","Capterra returned 25 reviews split into pros and cons. A niche product returned zero. G2 was blocked on both days we tried, five days apart.",[2485,2486,2487,2488,2489],"software review data","g2 api","capterra api","review mining","competitive research","\u002Fimg\u002Fblog\u002Fsoftware-review-data-api-g2-capterra.png","\u002Fimg\u002Fblog\u002Fsoftware-review-data-api-g2-capterra-card.png",{"path":138,"title":139,"description":2493,"publishedAt":2494,"author":6,"category":2111,"tags":2495,"readTime":1992,"cover":2500,"listingCover":2501,"image":1986},"Two providers disagreed by 2 followers out of 104 million. The same 12 posts gave 0.096% or 0.334% engagement depending on one undocumented choice.","2026-09-03",[2496,2497,2498,2312,2499],"instagram engagement rate","follower count accuracy","influencer vetting","instagram api","\u002Fimg\u002Fblog\u002Fare-instagram-engagement-trackers-accurate.png","\u002Fimg\u002Fblog\u002Fare-instagram-engagement-trackers-accurate-card.png",{"path":2503,"title":2504,"description":2505,"publishedAt":2494,"author":6,"category":2022,"tags":2506,"readTime":1992,"cover":2511,"listingCover":2512,"image":1986},"\u002Fblog\u002Fguides\u002Fbounce-rates-and-spam-traps-when-validating-email","Bounce Rates and Spam Traps When Validating an Email List","A verifier returned twelve fields for three addresses. None of them was spam_trap, and none could be. Here is what verification fixes and what it cannot.",[2507,2508,2325,2509,2510],"spam traps","email bounce rate","deliverability","list hygiene","\u002Fimg\u002Fblog\u002Fbounce-rates-and-spam-traps-when-validating-email.png","\u002Fimg\u002Fblog\u002Fbounce-rates-and-spam-traps-when-validating-email-card.png",{"path":2514,"title":2515,"description":2516,"publishedAt":2494,"author":6,"category":1981,"tags":2517,"readTime":2054,"cover":2523,"listingCover":2524,"image":1986},"\u002Fblog\u002Fguides\u002Frate-limit-calls-to-a-third-party-api","How to Rate Limit Calls to a Third Party API","Six real failure responses collected over three days. Only one of them meant slow down, and telling them apart matters more than any backoff algorithm.",[2518,2519,2520,2521,2522],"rate limiting","retry backoff","429 too many requests","api reliability","concurrency","\u002Fimg\u002Fblog\u002Frate-limit-calls-to-a-third-party-api.png","\u002Fimg\u002Fblog\u002Frate-limit-calls-to-a-third-party-api-card.png",{"path":2526,"title":2527,"description":2528,"publishedAt":2494,"author":6,"category":2022,"tags":2529,"readTime":1992,"cover":2535,"listingCover":2536,"image":1986},"\u002Fblog\u002Fguides\u002Fscrape-linkedin-without-getting-banned","How to Scrape LinkedIn Without Getting Your Account Banned","The ban risk comes from tools that drive your logged-in session. Three endpoints returned profile data from a URL alone, with no cookie involved.",[2530,2531,2532,2533,2534],"linkedin scraping","account ban","li_at cookie","sales navigator","linkedin api","\u002Fimg\u002Fblog\u002Fscrape-linkedin-without-getting-banned.png","\u002Fimg\u002Fblog\u002Fscrape-linkedin-without-getting-banned-card.png",{"path":2538,"title":2539,"description":2540,"publishedAt":2494,"author":6,"category":1981,"tags":2541,"readTime":2054,"cover":2547,"listingCover":2548,"image":1986},"\u002Fblog\u002Fguides\u002Fstop-depending-on-one-scraping-vendor","How to Stop Depending on One Scraping Vendor","Ten provider failures in three days, all while doing other work. None was a bad vendor. The defence is a second route you can reach without a rewrite.",[2542,2543,2544,2545,2546],"vendor lock-in","scraping reliability","actor removed","failover","data pipeline","\u002Fimg\u002Fblog\u002Fstop-depending-on-one-scraping-vendor.png","\u002Fimg\u002Fblog\u002Fstop-depending-on-one-scraping-vendor-card.png",{"path":2550,"title":2551,"description":2552,"publishedAt":2553,"author":6,"category":1981,"tags":2554,"readTime":2054,"cover":2560,"listingCover":2561,"image":1986},"\u002Fblog\u002Fguides\u002Fextract-pricing-and-free-trial-information","Extract Pricing and Free Trial Information From Websites","One endpoint returned four plans, numeric amounts and a free_trial_available flag. It also disclosed that a model read the page, which changes everything.","2026-09-02",[2555,2556,2557,2558,2559],"pricing page extraction","competitor pricing","free trial data","saas pricing","llm extraction","\u002Fimg\u002Fblog\u002Fextract-pricing-and-free-trial-information.png","\u002Fimg\u002Fblog\u002Fextract-pricing-and-free-trial-information-card.png",{"path":2563,"title":2564,"description":2565,"publishedAt":2553,"author":6,"category":2162,"tags":2566,"readTime":2054,"cover":2573,"listingCover":2574,"image":1986},"\u002Fblog\u002Fguides\u002Ffind-all-urls-on-a-domain","Find All Pages on a Domain: Sitemap, Map or Crawl","One map call returned 1,139 pages for a site whose sitemap declared 1,113. Three of four sitemaps returned an index and no count at all.",[2567,2568,2569,2570,2571,2572],"find all pages on a domain","find all urls on a domain","sitemap parser","site map api","url discovery","seo audit","\u002Fimg\u002Fblog\u002Ffind-all-urls-on-a-domain.png","\u002Fimg\u002Fblog\u002Ffind-all-urls-on-a-domain-card.png",{"path":2576,"title":2577,"description":2578,"publishedAt":2553,"author":6,"category":2579,"tags":2580,"readTime":2054,"cover":2586,"listingCover":2587,"image":1986},"\u002Fblog\u002Fguides\u002Fmls-real-estate-api-without-mls-access","MLS Real Estate API: What You Get When You Cannot Get MLS","MLS access needs a licence and a broker. Two public sources returned 40 listings and 48 agents with phones. What they carry, and what they do not.","Local data",[2581,2582,2583,2584,2585],"mls real estate api","idx feed","property data","real estate agents","listing data","\u002Fimg\u002Fblog\u002Fmls-real-estate-api-without-mls-access.png","\u002Fimg\u002Fblog\u002Fmls-real-estate-api-without-mls-access-card.png",{"path":2589,"title":2590,"description":2591,"publishedAt":2553,"author":6,"category":1981,"tags":2592,"readTime":1992,"cover":2597,"listingCover":2598,"image":1986},"\u002Fblog\u002Fguides\u002Fsimply-wall-st-graphql-api-fundamentals","Simply Wall St GraphQL API: What Returns Fundamentals Instead","There is no public Simply Wall St GraphQL API. An endpoint that does return fundamentals gave 26 line items across six periods, and named its own source.",[2593,2594,2595,2442,2596],"simply wall st api","stock fundamentals api","income statement api","graphql","\u002Fimg\u002Fblog\u002Fsimply-wall-st-graphql-api-fundamentals.png","\u002Fimg\u002Fblog\u002Fsimply-wall-st-graphql-api-fundamentals-card.png",{"path":2600,"title":2601,"description":2602,"publishedAt":2603,"author":6,"category":2098,"tags":2604,"readTime":1992,"cover":2609,"listingCover":2610,"image":1986},"\u002Fblog\u002Fguides\u002Famazon-asin-scraper-when-it-returns-nothing","Amazon ASIN Scraper: What to Do When It Returns Nothing","A purpose-built ASIN endpoint returned 26 fields and zero values for two valid ASINs. A generic extractor read the same page fine. Assert on values.","2026-09-01",[2605,2606,2395,2607,2608],"amazon asin scraper","asin lookup","product data","silent failure","\u002Fimg\u002Fblog\u002Famazon-asin-scraper-when-it-returns-nothing.png","\u002Fimg\u002Fblog\u002Famazon-asin-scraper-when-it-returns-nothing-card.png",{"path":2612,"title":2613,"description":2614,"publishedAt":2603,"author":6,"category":1981,"tags":2615,"readTime":2054,"cover":2621,"listingCover":2622,"image":1986},"\u002Fblog\u002Fguides\u002Fdatacenter-proxies-vs-residential","Datacenter Proxies vs Residential: What Each One Actually Fixes","A real residential IP with a real Chrome user agent still got 403 from two sites. The IP type was not the constraint. What each type does fix.",[2616,2617,2618,2619,2620],"datacenter proxies vs residential","proxy types","rotating proxies","web scraping","geolocation","\u002Fimg\u002Fblog\u002Fdatacenter-proxies-vs-residential.png","\u002Fimg\u002Fblog\u002Fdatacenter-proxies-vs-residential-card.png",{"path":2624,"title":2625,"description":2626,"publishedAt":2603,"author":6,"category":2022,"tags":2627,"readTime":2054,"cover":2634,"listingCover":2635,"image":1986},"\u002Fblog\u002Fguides\u002Fextracting-leadership-contact-information","Email Extractor for a Domain: 1,333 Addresses, and What a Score Hides","One domain returned 1,333 known addresses. Two rows both scored 99, one corroborated eight times and one just once. The score hides that.",[2628,2629,2630,2631,2632,2633],"email extractor","email extractor extension","linkedin email finder","leadership contact information","decision maker search","hunter io","\u002Fimg\u002Fblog\u002Fextracting-leadership-contact-information.png","\u002Fimg\u002Fblog\u002Fextracting-leadership-contact-information-card.png",{"path":2637,"title":2638,"description":2639,"publishedAt":2603,"author":6,"category":1981,"tags":2640,"readTime":2054,"cover":2646,"listingCover":2647,"image":1986},"\u002Fblog\u002Fguides\u002Fpuppeteer-extra-plugin-stealth-release-date","Puppeteer Extra Plugin Stealth: Check the Release Date First","The stealth plugin last shipped in March 2023. Puppeteer shipped last week. What that gap means, and what scrapy-playwright does differently.",[2641,2642,2643,2644,2645],"puppeteer-extra-plugin-stealth","scrapy-playwright","headless browser","bot detection","browser automation","\u002Fimg\u002Fblog\u002Fpuppeteer-extra-plugin-stealth-release-date.png","\u002Fimg\u002Fblog\u002Fpuppeteer-extra-plugin-stealth-release-date-card.png",{"path":2649,"title":2650,"description":2651,"publishedAt":2652,"author":6,"category":2162,"tags":2653,"readTime":2015,"cover":2659,"listingCover":2660,"image":1986},"\u002Fblog\u002Fguides\u002Fc-sharp-web-scraping-without-the-stack","C# Web Scraping: Keep HtmlAgilityPack, Drop the Fetch","The .NET parsing stack was never the problem. What breaks a C# scraper is the request leaving your server, and that half is not a language question.","2026-08-31",[2654,2655,2656,2657,2658],"c# web scraping","htmlagilitypack","dotnet","web extraction","playwright","\u002Fimg\u002Fblog\u002Fc-sharp-web-scraping-without-the-stack.png","\u002Fimg\u002Fblog\u002Fc-sharp-web-scraping-without-the-stack-card.png",{"path":2662,"title":2663,"description":2664,"publishedAt":2652,"author":6,"category":2022,"tags":2665,"readTime":1992,"cover":2671,"listingCover":2672,"image":1986},"\u002Fblog\u002Fguides\u002Flinkedin-post-scraper-what-comes-back","LinkedIn Post Scraper: What Actually Comes Back","Posts, reactions and comments are three billing decisions in one call. A live run shows the fields, and the two flags that quietly multiply the bill.",[2666,2667,2668,2669,2670],"linkedin post scraper","linkedin company scraper","social selling","harvestapi","linkedin data","\u002Fimg\u002Fblog\u002Flinkedin-post-scraper-what-comes-back.png","\u002Fimg\u002Fblog\u002Flinkedin-post-scraper-what-comes-back-card.png",{"path":2674,"title":2675,"description":2676,"publishedAt":2652,"author":6,"category":2162,"tags":2677,"readTime":1992,"cover":2682,"listingCover":2683,"image":1986},"\u002Fblog\u002Fguides\u002Fweb-scraping-vs-api-wrong-question","Web Scraping vs API: You Are Choosing a Maintainer","Both end in an HTTP request returning the same facts. What differs is who owns the parser when the page changes, and whether anyone promised you anything.",[2678,2679,2680,2681,2359],"web scraping vs api","data acquisition","buy vs build","scraping api","\u002Fimg\u002Fblog\u002Fweb-scraping-vs-api-wrong-question.png","\u002Fimg\u002Fblog\u002Fweb-scraping-vs-api-wrong-question-card.png",{"path":2685,"title":2686,"description":2687,"publishedAt":2652,"author":6,"category":2162,"tags":2688,"readTime":1992,"cover":2693,"listingCover":2694,"image":1986},"\u002Fblog\u002Fguides\u002Fxpath-cheat-sheet-for-scraping","XPath Cheat Sheet: The Dozen Expressions That Survive","Most XPath references list what the spec allows. This lists what still matches after a redesign, ranked by how long each anchor survives.",[2689,2690,2691,2657,2692],"xpath cheat sheet","xpath","css selectors","scraping","\u002Fimg\u002Fblog\u002Fxpath-cheat-sheet-for-scraping.png","\u002Fimg\u002Fblog\u002Fxpath-cheat-sheet-for-scraping-card.png",{"path":2696,"title":2697,"description":2698,"publishedAt":2652,"author":6,"category":2579,"tags":2699,"readTime":1992,"cover":2704,"listingCover":2705,"image":1986},"\u002Fblog\u002Fguides\u002Fzillow-scraper-what-the-listing-carries","Zillow Scraper: What One Listing Record Carries","A live search returns zpid, unformatted price, beds and the detail URL. Five endpoints split by intent, and the sold one is the underrated half.",[2700,2701,2583,2702,2703],"zillow scraper","real estate api","local data","listings","\u002Fimg\u002Fblog\u002Fzillow-scraper-what-the-listing-carries.png","\u002Fimg\u002Fblog\u002Fzillow-scraper-what-the-listing-carries-card.png",{"path":2707,"title":2708,"description":2709,"publishedAt":2710,"author":6,"category":2379,"tags":2711,"readTime":1992,"cover":2714,"listingCover":2715,"image":1986},"\u002Fblog\u002Fguides\u002Fad-agent-auction-outside-the-account","Soku Runs the Campaign. The Auction Sits Outside It.","One small advertiser shares a single keyword with a bidder running 198,105 of them. An ad agent optimising inside its own account cannot see that.","2026-08-30",[2384,2712,2713,2359],"ad agents","competitor intelligence","\u002Fimg\u002Fblog\u002Fad-agent-auction-outside-the-account.png","\u002Fimg\u002Fblog\u002Fad-agent-auction-outside-the-account-card.png",{"path":2717,"title":2718,"description":2719,"publishedAt":2710,"author":6,"category":2162,"tags":2720,"readTime":1992,"cover":2725,"listingCover":2726,"image":1986},"\u002Fblog\u002Fguides\u002Fbing-serp-tracker-after-the-api","Bing SERP Tracker: What to Use After the API Retired","Microsoft retired the Search API, so a Bing position now comes from three places. One is free and first-party, and most articles do not mention it.",[2721,2722,2065,2723,2724],"bing serp tracker","bing rank tracking","bing webmaster tools","rank tracking","\u002Fimg\u002Fblog\u002Fbing-serp-tracker-after-the-api.png","\u002Fimg\u002Fblog\u002Fbing-serp-tracker-after-the-api-card.png",{"path":2728,"title":2729,"description":2730,"publishedAt":2710,"author":6,"category":1981,"tags":2731,"readTime":1992,"cover":2735,"listingCover":2736,"image":1986},"\u002Fblog\u002Fguides\u002Fbrowser-automation-without-an-api","Browser Automation When the Site Has No API","Check the premise first. The site owner has no API, but somebody may already have an endpoint for it, and a browser is the most expensive answer available.",[2645,2732,2733,2734,2359],"antidetect browser","nodriver","no api","\u002Fimg\u002Fblog\u002Fbrowser-automation-without-an-api.png","\u002Fimg\u002Fblog\u002Fbrowser-automation-without-an-api-card.png",{"path":2738,"title":2739,"description":2740,"publishedAt":2710,"author":6,"category":2022,"tags":2741,"readTime":1992,"cover":2747,"listingCover":2748,"image":1986},"\u002Fblog\u002Fguides\u002Fjob-scraping-software-per-board","Job Scraping Software: There Is No Single Job Feed","Postings are fragmented across boards by design, and no endpoint covers all of them. Pick per board, and the schema differences are the real work.",[2742,2743,2744,2745,2746],"job scraping software","indeed job scraper","jobspy","job postings api","hiring signals","\u002Fimg\u002Fblog\u002Fjob-scraping-software-per-board.png","\u002Fimg\u002Fblog\u002Fjob-scraping-software-per-board-card.png",{"path":2750,"title":2751,"description":2752,"publishedAt":2710,"author":6,"category":2022,"tags":2753,"readTime":1992,"cover":2757,"listingCover":2758,"image":1986},"\u002Fblog\u002Fguides\u002Fmid-form-enrichment-fewer-questions","TinyCommand Asks One Question. The API Fills Twenty-Six.","One domain went in. Twenty-six fields came back, including a 43-item tech stack. Every one of them is a question the form no longer has to ask.",[2754,2755,2756,2039],"lead enrichment","forms","progressive profiling","\u002Fimg\u002Fblog\u002Fmid-form-enrichment-fewer-questions.png","\u002Fimg\u002Fblog\u002Fmid-form-enrichment-fewer-questions-card.png",{"path":2760,"title":2761,"description":2762,"publishedAt":2710,"author":6,"category":2162,"tags":2763,"readTime":2015,"cover":2768,"listingCover":2769,"image":1986},"\u002Fblog\u002Fguides\u002Fnode-unblocker-what-it-does-not-do","Node Unblocker: What It Does, and What It Does Not","A proxy you host still leaves from your address. It changes the code path, not what refused you. Its own README lists the sites it cannot handle.",[2764,2765,2766,2767,2657],"node unblocker","web proxy","blocked scraper","nodejs","\u002Fimg\u002Fblog\u002Fnode-unblocker-what-it-does-not-do.png","\u002Fimg\u002Fblog\u002Fnode-unblocker-what-it-does-not-do-card.png",{"path":2771,"title":2772,"description":2773,"publishedAt":2710,"author":6,"category":2162,"tags":2774,"readTime":1992,"cover":2779,"listingCover":2780,"image":1986},"\u002Fblog\u002Fguides\u002Fserp-history-track-the-shape","SERP History: Track the Page's Shape, Not Just Your Rank","A flat position line hides the month an AI Overview appeared and took the clicks. We have 45 keywords on page one and zero clicks. Here is what to record.",[2775,2776,2777,2724,2778],"serp history","paa seo","ai overview","serp features","\u002Fimg\u002Fblog\u002Fserp-history-track-the-shape.png","\u002Fimg\u002Fblog\u002Fserp-history-track-the-shape-card.png",{"path":2782,"title":2783,"description":2784,"publishedAt":2785,"author":6,"category":2162,"tags":2786,"readTime":2054,"cover":2792,"listingCover":2793,"image":1986},"\u002Fblog\u002Fguides\u002Fbrave-search-api-what-you-can-keep","Brave Search API Key: How to Get One, and What You May Keep","Getting the key is the easy half. One clause decides whether it fits: result storage is granted per plan, and most builds need to store. Plus a free route.","2026-08-27",[2787,2788,2789,2790,2791,2360],"brave search api key","brave api key","how to get brave api key","brave search api","independent index","\u002Fimg\u002Fblog\u002Fbrave-search-api-what-you-can-keep.png","\u002Fimg\u002Fblog\u002Fbrave-search-api-what-you-can-keep-card.png",{"path":2795,"title":2796,"description":2797,"publishedAt":2785,"author":6,"category":2162,"tags":2798,"readTime":1992,"cover":2802,"listingCover":2803,"image":1986},"\u002Fblog\u002Fguides\u002Fgoogle-search-url-parameters","Google Search URL Parameters: What Still Works in 2026","Google silently killed num in September 2025. Here is the current list, which ones are official, and which are community guesses you should not depend on.",[2799,2065,2724,2800,2801],"google search url parameters","udm","search operators","\u002Fimg\u002Fblog\u002Fgoogle-search-url-parameters.png","\u002Fimg\u002Fblog\u002Fgoogle-search-url-parameters-card.png",{"path":2805,"title":2806,"description":2807,"publishedAt":2785,"author":6,"category":2111,"tags":2808,"readTime":2054,"cover":2813,"listingCover":2814,"image":1986},"\u002Fblog\u002Fguides\u002Finstagram-api-which-one-in-2026","Instagram Profile Download and Search: Which API in 2026?","One profile call returned 69 fields and 5.5 million followers nested inside a wrapper. Four products answer to the name Instagram API.",[2809,2810,2811,2499,2812,2349],"instagram profile download","download instagram profile","instagram profile search","instagram graph api","\u002Fimg\u002Fblog\u002Finstagram-api-which-one-in-2026.png","\u002Fimg\u002Fblog\u002Finstagram-api-which-one-in-2026-card.png",{"path":2816,"title":2817,"description":2818,"publishedAt":2785,"author":6,"category":2111,"tags":2819,"readTime":1992,"cover":2821,"listingCover":2822,"image":1986},"\u002Fblog\u002Fguides\u002Ftiktok-scraper-which-endpoint","TikTok Scraper: Which Endpoint for Which Question?","Profiles, videos, comments and search are four jobs with four cost curves. And the creator arrives nested inside every post, which changes the design.",[2820,2348,2312,2349,2408],"tiktok scraper","\u002Fimg\u002Fblog\u002Ftiktok-scraper-which-endpoint.png","\u002Fimg\u002Fblog\u002Ftiktok-scraper-which-endpoint-card.png",{"path":2824,"title":2825,"description":2826,"publishedAt":2785,"author":6,"category":2162,"tags":2827,"readTime":1992,"cover":2831,"listingCover":2832,"image":1986},"\u002Fblog\u002Fguides\u002Fweb-scraping-services-should-you-hire-it-out","Web Scraping Services: Should You Hire This Out?","A managed service is priced against the value of your data, not the cost of the requests. Three questions decide whether that is a bargain or a markup.",[2828,2829,2680,2830,2681],"web scraping services","managed scraping","data as a service","\u002Fimg\u002Fblog\u002Fweb-scraping-services-should-you-hire-it-out.png","\u002Fimg\u002Fblog\u002Fweb-scraping-services-should-you-hire-it-out-card.png",{"path":2834,"title":2835,"description":2836,"publishedAt":2837,"author":6,"category":1981,"tags":2838,"readTime":1992,"cover":2842,"listingCover":2843,"image":1986},"\u002Fblog\u002Fguides\u002Fbright-data-mcp-what-you-are-installing","Bright Data MCP: What Are You Actually Installing?","Sixty-nine tools arrive in one install, and every definition sits in the model's context before the agent does anything. When that trade is worth it.","2026-08-26",[2839,2275,2359,2840,2841],"bright data mcp","web data","tool calling","\u002Fimg\u002Fblog\u002Fbright-data-mcp-what-you-are-installing.png","\u002Fimg\u002Fblog\u002Fbright-data-mcp-what-you-are-installing-card.png",{"path":2845,"title":2846,"description":2847,"publishedAt":2837,"author":6,"category":2022,"tags":2848,"readTime":1992,"cover":2854,"listingCover":2855,"image":1986},"\u002Fblog\u002Fguides\u002Fclay-alternatives-waterfall-enrichment","Clay Alternatives: You Are Buying the Waterfall","Clay's product is not the data, it is the fall-through logic between providers. Once they share a balance, that logic is about twenty lines of code.",[2849,2850,2851,2852,2853],"clay alternatives","waterfall enrichment","lead enrichment api","data enrichment","gtm","\u002Fimg\u002Fblog\u002Fclay-alternatives-waterfall-enrichment.png","\u002Fimg\u002Fblog\u002Fclay-alternatives-waterfall-enrichment-card.png",{"path":2857,"title":2858,"description":2859,"publishedAt":2837,"author":6,"category":2283,"tags":2860,"readTime":2015,"cover":2866,"listingCover":2867,"image":1986},"\u002Fblog\u002Fguides\u002Felevenlabs-alternatives-three-complaints","ElevenLabs Alternatives: Price, Voice, or Plumbing?","Three different complaints hide under one search. Only one of them needs a different provider, and the other two have cheaper fixes on the same one.",[2861,2862,2863,2864,2865],"elevenlabs alternatives","text to speech","tts api","voice ai","generative media","\u002Fimg\u002Fblog\u002Felevenlabs-alternatives-three-complaints.png","\u002Fimg\u002Fblog\u002Felevenlabs-alternatives-three-complaints-card.png",{"path":2869,"title":2870,"description":2871,"publishedAt":2837,"author":6,"category":2162,"tags":2872,"readTime":1992,"cover":2878,"listingCover":2879,"image":1986},"\u002Fblog\u002Fguides\u002Frank-tracking-api-store-the-position","Rank Tracking API: The Hard Part Is Not the Fetch","Getting today's position is one cheap call. The product is yesterday's position, identical parameters, and knowing what moved. Here is the whole shape.",[2873,2874,2875,2876,2877],"rank tracking api","bing rank tracker","serp tracking","seo api","search api","\u002Fimg\u002Fblog\u002Frank-tracking-api-store-the-position.png","\u002Fimg\u002Fblog\u002Frank-tracking-api-store-the-position-card.png",{"path":2881,"title":2882,"description":2883,"publishedAt":2837,"author":6,"category":2283,"tags":2884,"readTime":1992,"cover":2888,"listingCover":2889,"image":1986},"\u002Fblog\u002Fguides\u002Fstreaming-voice-agent-vs-batch-tts","Gradium Holds the Call. A Batch TTS API Renders the Rest.","Ten measured calls to a batch text to speech endpoint. The fastest never beat 3.05 seconds, and the model mattered more than four times the text.",[2885,2886,2887,2359],"text to speech api","voice agents","tts latency","\u002Fimg\u002Fblog\u002Fstreaming-voice-agent-vs-batch-tts.png","\u002Fimg\u002Fblog\u002Fstreaming-voice-agent-vs-batch-tts-card.png",{"path":2891,"title":2892,"description":2893,"publishedAt":2894,"author":6,"category":2022,"tags":2895,"readTime":1992,"cover":2900,"listingCover":2901,"image":1986},"\u002Fblog\u002Fguides\u002Fb2b-data-provider-dataset-vs-api","B2B Data Providers: Buy the Dataset or Call the API?","A dataset and an enrichment API are the same rows with a different contract. What changes is who carries the staleness and who pays for unread records.","2026-08-25",[2896,2897,2180,2898,2899],"b2b data","data provider","zoominfo","people data labs","\u002Fimg\u002Fblog\u002Fb2b-data-provider-dataset-vs-api.png","\u002Fimg\u002Fblog\u002Fb2b-data-provider-dataset-vs-api-card.png",{"path":2903,"title":2904,"description":2905,"publishedAt":2894,"author":6,"category":2162,"tags":2906,"readTime":1992,"cover":2911,"listingCover":2912,"image":1986},"\u002Fblog\u002Fguides\u002Fcrawl4ai-when-to-run-your-own-crawler","Crawl4AI: When Should You Run Your Own Crawler?","Crawl4AI does the parsing for free. The bill is the fleet you run around it. A decision rule for when to self-host a crawler and when to call one.",[2907,2908,2360,2909,2910],"crawl4ai","web crawler","markdown","open source","\u002Fimg\u002Fblog\u002Fcrawl4ai-when-to-run-your-own-crawler.png","\u002Fimg\u002Fblog\u002Fcrawl4ai-when-to-run-your-own-crawler-card.png",{"path":2914,"title":2915,"description":2916,"publishedAt":2894,"author":6,"category":2162,"tags":2917,"readTime":2054,"cover":2923,"listingCover":2924,"image":1986},"\u002Fblog\u002Fguides\u002Fis-web-scraping-legal-2026","Is Web Scraping Legal? What the Rulings Actually Say","Four US cases decided the modern law of scraping and none of them turned on scraping. They turned on login, publicness, copying and circumvention.",[2918,2919,2920,2921,2922],"web scraping legal","hiq linkedin","bright data","cfaa","dmca","\u002Fimg\u002Fblog\u002Fis-web-scraping-legal-2026.png","\u002Fimg\u002Fblog\u002Fis-web-scraping-legal-2026-card.png",{"path":2926,"title":2927,"description":2928,"publishedAt":2894,"author":6,"category":2162,"tags":2929,"readTime":1992,"cover":2933,"listingCover":2934,"image":1986},"\u002Fblog\u002Fguides\u002Fweb-scraping-news-articles","Web Scraping News Articles: Three Jobs, Three Endpoints","Scraping news is three jobs under one name. Find articles, read one article, watch one company. Each needs a different call and a different budget.",[2930,2931,2360,2932,2358],"news scraping","news api","media monitoring","\u002Fimg\u002Fblog\u002Fweb-scraping-news-articles.png","\u002Fimg\u002Fblog\u002Fweb-scraping-news-articles-card.png",{"path":2936,"title":2937,"description":2938,"publishedAt":2894,"author":6,"category":2111,"tags":2939,"readTime":1992,"cover":2942,"listingCover":2943,"image":1986},"\u002Fblog\u002Fguides\u002Fyoutube-scraper-past-the-quota","YouTube Scraper: What the Data API Will Not Give You","The official API allows 100 searches a day and no money raises it. That ceiling, not price, is why YouTube scrapers exist. Here is what each one returns.",[2940,2941,2312,2408,2349],"youtube scraper","youtube data api","\u002Fimg\u002Fblog\u002Fyoutube-scraper-past-the-quota.png","\u002Fimg\u002Fblog\u002Fyoutube-scraper-past-the-quota-card.png",{"path":2945,"title":2946,"description":2947,"publishedAt":2948,"author":6,"category":1981,"tags":2949,"readTime":2054,"cover":2952,"listingCover":2953,"image":1986},"\u002Fblog\u002Fguides\u002Fagentic-browser-when-your-agent-needs-one","Agentic Browser: When Your Agent Actually Needs One","Agentic browser names two products: one you sit in front of and one your agent drives. Most jobs need neither. The test is whether the task carries state.","2026-08-21",[2950,2645,2359,2658,2951],"agentic browser","browserbase","\u002Fimg\u002Fblog\u002Fagentic-browser-when-your-agent-needs-one.png","\u002Fimg\u002Fblog\u002Fagentic-browser-when-your-agent-needs-one-card.png",{"path":2955,"title":2956,"description":2957,"publishedAt":2948,"author":6,"category":2162,"tags":2958,"readTime":2054,"cover":2962,"listingCover":2963,"image":1986},"\u002Fblog\u002Fguides\u002Fdo-ai-agents-need-a-rotating-proxy","Do You Still Need a Rotating Proxy in 2026?","A rotating proxy is an input you buy by the gigabyte and hope works. Most teams wanted the outcome instead. Here is how to tell which one you need.",[2959,2960,2619,2359,2961],"rotating proxy","residential proxy","infrastructure","\u002Fimg\u002Fblog\u002Fdo-ai-agents-need-a-rotating-proxy.png","\u002Fimg\u002Fblog\u002Fdo-ai-agents-need-a-rotating-proxy-card.png",{"path":2965,"title":2966,"description":2967,"publishedAt":2948,"author":6,"category":2162,"tags":2968,"readTime":2054,"cover":2972,"listingCover":2973,"image":1986},"\u002Fblog\u002Fguides\u002Fpython-web-scraping-without-a-scraper","Web Scraping in Python Without Maintaining a Scraper","Python web scraping is two jobs wearing one name. Python is the best tool for one of them and the wrong place to solve the other. Here is the split.",[2969,2619,2970,2971,2359],"python","beautifulsoup","selenium","\u002Fimg\u002Fblog\u002Fpython-web-scraping-without-a-scraper.png","\u002Fimg\u002Fblog\u002Fpython-web-scraping-without-a-scraper-card.png",{"path":2975,"title":2976,"description":2977,"publishedAt":2948,"author":6,"category":2162,"tags":2978,"readTime":2982,"cover":2983,"listingCover":2984,"image":1986},"\u002Fblog\u002Fguides\u002Fserp-api-for-ai-agents","Google SERP Tracker and Analysis: Which SERP API Do You Need?","A SERP API is three products under one name. Tracking needs two rank fields; analysis needs the blocks around them, and one was missing.",[2979,2980,2981,2065,2358,2360],"google serp tracker","google serp analysis","cheapest serp api","13 min","\u002Fimg\u002Fblog\u002Fserp-api-for-ai-agents.png","\u002Fimg\u002Fblog\u002Fserp-api-for-ai-agents-card.png",{"path":2986,"title":2987,"description":2988,"publishedAt":2948,"author":6,"category":2162,"tags":2989,"readTime":2054,"cover":2992,"listingCover":2993,"image":1986},"\u002Fblog\u002Fguides\u002Fweb-scraping-tools-which-kind","Web Scraping Tools: Which Kind Do You Actually Need?","Web scraping tools come in four kinds and they differ on who operates them, not on features. Pick the operator first and the shortlist writes itself.",[2990,2991,2681,2359,2408],"web scraping tools","no code scraper","\u002Fimg\u002Fblog\u002Fweb-scraping-tools-which-kind.png","\u002Fimg\u002Fblog\u002Fweb-scraping-tools-which-kind-card.png",{"path":2995,"title":2996,"description":2997,"publishedAt":2998,"author":6,"category":2098,"tags":2999,"readTime":2054,"cover":3002,"listingCover":3003,"image":1986},"\u002Fblog\u002Fguides\u002Fautonomous-store-agent-outside-data","Runner AI Runs the Store. Monid Feeds It the Market.","One call returned 48 competitors: prices from $3.99 to $59.97 and an incumbent with 136,609 reviews. No store dashboard contains that, and agents need it.","2026-08-20",[3000,2359,2395,3001],"agentic commerce","autonomous business","\u002Fimg\u002Fblog\u002Fautonomous-store-agent-outside-data.png","\u002Fimg\u002Fblog\u002Fautonomous-store-agent-outside-data-card.png",{"path":3005,"title":3006,"description":3007,"publishedAt":2998,"author":6,"category":2162,"tags":3008,"readTime":2054,"cover":3013,"listingCover":3014,"image":1986},"\u002Fblog\u002Fguides\u002Fbing-search-api-retired-alternatives","Bing Search API Retired: What Actually Replaces It","Microsoft turned the Bing Search APIs off in August 2025 and the endpoints now return 410. What a replacement has to do, and which route fits which job.",[3009,3010,3011,2360,3012],"search","web","api","agents","\u002Fimg\u002Fblog\u002Fbing-search-api-retired-alternatives.png","\u002Fimg\u002Fblog\u002Fbing-search-api-retired-alternatives-card.png",{"path":3016,"title":3017,"description":3018,"publishedAt":2998,"author":6,"category":2162,"tags":3019,"readTime":1992,"cover":3023,"listingCover":3024,"image":1986},"\u002Fblog\u002Fguides\u002Fingest-mixed-documents-llm-embedding","Ingesting Mixed Documents for LLM Embedding: PDF to Markdown","PDFs, Office files and HTML all become one clean format before chunking. Where the pipeline actually breaks, and which endpoint handles which format.",[2360,3020,3021,3022,2909],"embeddings","pdf","ocr","\u002Fimg\u002Fblog\u002Fingest-mixed-documents-llm-embedding.png","\u002Fimg\u002Fblog\u002Fingest-mixed-documents-llm-embedding-card.png",{"path":3026,"title":3027,"description":3028,"publishedAt":2998,"author":6,"category":2111,"tags":3029,"readTime":2054,"cover":3034,"listingCover":3035,"image":1986},"\u002Fblog\u002Fguides\u002Finstagram-follower-engagement-api","Instagram Follower and Engagement Data: Which API in 2026?","Follower counts are accurate. What trackers build on top is inference. Which endpoints return which fields, and how to tell a real signal from a guess.",[3030,3031,3011,3032,3033],"instagram","social","creators","engagement","\u002Fimg\u002Fblog\u002Finstagram-follower-engagement-api.png","\u002Fimg\u002Fblog\u002Finstagram-follower-engagement-api-card.png",{"path":3037,"title":3038,"description":3039,"publishedAt":2998,"author":6,"category":1981,"tags":3040,"readTime":2054,"cover":3046,"listingCover":3047,"image":1986},"\u002Fblog\u002Fguides\u002Fllm-gateway-vs-mcp-gateway","LLM Gateway vs MCP Gateway: Four Families, One Word","An LLM gateway routes prompts to models. An MCP gateway routes tool calls to vendors. Four gateway families, and which problem each one solves.",[3041,3042,3043,3044,3045],"llm gateway","ai gateway","mcp","agent tools","routing","\u002Fimg\u002Fblog\u002Fllm-gateway-vs-mcp-gateway.png","\u002Fimg\u002Fblog\u002Fllm-gateway-vs-mcp-gateway-card.png",{"path":3049,"title":3050,"description":3051,"publishedAt":2998,"author":6,"category":1981,"tags":3052,"readTime":2054,"cover":3053,"listingCover":3054,"image":1986},"\u002Fblog\u002Fguides\u002Fmcp-vs-api-for-ai-agents","MCP vs API for AI Agents: Who Does the Wrapping?","MCP is not an alternative to APIs, it wraps them. The real question is who does the wrapping, and the answer decides how much code you write.",[3043,3011,3044,2359,2841],"\u002Fimg\u002Fblog\u002Fmcp-vs-api-for-ai-agents.png","\u002Fimg\u002Fblog\u002Fmcp-vs-api-for-ai-agents-card.png",{"path":3056,"title":3057,"description":3058,"publishedAt":2998,"author":6,"category":1981,"tags":3059,"readTime":1992,"cover":3063,"listingCover":3064,"image":1986},"\u002Fblog\u002Fguides\u002Fn8n-data-layer-scraping-enrichment","The Data Layer for n8n: One Key Instead of a Node Per Vendor","n8n workflows rarely break at the logic. They break at the data source. Build the scraping and enrichment layer so a dead provider is a config change.",[3060,3061,3062,2692,3012],"n8n","automation","enrichment","\u002Fimg\u002Fblog\u002Fn8n-data-layer-scraping-enrichment.png","\u002Fimg\u002Fblog\u002Fn8n-data-layer-scraping-enrichment-card.png",{"path":3066,"title":3067,"description":3068,"publishedAt":2998,"author":6,"category":1981,"tags":3069,"readTime":2054,"cover":3071,"listingCover":3072,"image":1986},"\u002Fblog\u002Fguides\u002Fopenrouter-alternatives-after-stripe","OpenRouter Alternatives in 2026: Models, and Then Tools","Stripe agreed to buy OpenRouter for over $7 billion. The real alternatives on the model side, and the routing layer nobody is selling yet.",[3070,3041,3044,3043,3045],"openrouter","\u002Fimg\u002Fblog\u002Fopenrouter-alternatives-after-stripe.png","\u002Fimg\u002Fblog\u002Fopenrouter-alternatives-after-stripe-card.png",{"path":3074,"title":3075,"description":3076,"publishedAt":2998,"author":6,"category":1981,"tags":3077,"readTime":2054,"cover":3081,"listingCover":3082,"image":1986},"\u002Fblog\u002Fguides\u002Fopenrouter-mcp-server-tool-layer","OpenRouter API Key: What It Reaches, and What It Does Not","An OpenRouter key buys models. It does not buy tools. Here is exactly where that line falls, and how to give the same agent both without a second account.",[3078,3070,3079,2841,3080],"openrouter api key","model routing","claude code","\u002Fimg\u002Fblog\u002Fopenrouter-mcp-server-tool-layer.png","\u002Fimg\u002Fblog\u002Fopenrouter-mcp-server-tool-layer-card.png",{"path":3084,"title":3085,"description":3086,"publishedAt":2998,"author":6,"category":2022,"tags":3087,"readTime":2054,"cover":3090,"listingCover":3091,"image":1986},"\u002Fblog\u002Fguides\u002Fprompt-instead-of-filters-people-search","A Wrong Enum Returns Zero: Ploid and Prompt-Shaped APIs","A wrong enum returned 0 rows. A wrong range format returned 160,884. Neither raised an error. Why prompt-shaped APIs like Ploid exist, and what they cost.",[3088,3089,2383,2359],"people search api","agentic api","\u002Fimg\u002Fblog\u002Fprompt-instead-of-filters-people-search.png","\u002Fimg\u002Fblog\u002Fprompt-instead-of-filters-people-search-card.png",{"path":3093,"title":3094,"description":3095,"publishedAt":2998,"author":6,"category":2022,"tags":3096,"readTime":2054,"cover":3100,"listingCover":3101,"image":1986},"\u002Fblog\u002Fguides\u002Fproxycurl-shutdown-linkedin-data-alternatives","Proxycurl Shut Down: Where LinkedIn Data Goes Now","Proxycurl closed in July 2025 to settle with LinkedIn. What a replacement has to return, which endpoints cover which half, and the risk to read first.",[3097,3062,3011,3098,3099],"linkedin","sales","leads","\u002Fimg\u002Fblog\u002Fproxycurl-shutdown-linkedin-data-alternatives.png","\u002Fimg\u002Fblog\u002Fproxycurl-shutdown-linkedin-data-alternatives-card.png",{"path":3103,"title":3104,"description":3105,"publishedAt":2998,"author":6,"category":2111,"tags":3106,"readTime":2054,"cover":3111,"listingCover":3112,"image":1986},"\u002Fblog\u002Fguides\u002Ftiktok-data-behind-an-ai-video-ad","Oumomo Generates the Ad. TikTok Data Decides Which One.","An AI video tool makes whatever you ask. One TikTok search call returned twenty videos with a fifteenfold spread in likes, and that spread is the brief.",[3107,3108,3109,3110],"tiktok data api","ai video ads","tiktok shop","creative research","\u002Fimg\u002Fblog\u002Ftiktok-data-behind-an-ai-video-ad.png","\u002Fimg\u002Fblog\u002Ftiktok-data-behind-an-ai-video-ad-card.png",{"path":3114,"title":3115,"description":3116,"publishedAt":2998,"author":6,"category":2111,"tags":3117,"readTime":2054,"cover":3118,"listingCover":3119,"image":1986},"\u002Fblog\u002Fguides\u002Ftiktok-scraper-catalogue-audit","Oumomo Remakes the Winner. A TikTok Scraper Tells You Which.","Fourteen videos, twenty one days, and one was 65 percent of the account. You cannot see that in the clips. One call puts the catalogue in a table.",[2820,2064,3109,3108],"\u002Fimg\u002Fblog\u002Ftiktok-scraper-catalogue-audit.png","\u002Fimg\u002Fblog\u002Ftiktok-scraper-catalogue-audit-card.png",{"path":3121,"title":3122,"description":3123,"publishedAt":2998,"author":6,"category":1981,"tags":3124,"readTime":2982,"cover":3126,"listingCover":3127,"image":1986},"\u002Fblog\u002Fguides\u002Fwhat-is-an-mcp-gateway","What Is an MCP Gateway? Two Products, One Name","An MCP gateway is one endpoint that fronts many tools. Two very different products share the name, and the difference decides which one you need.",[3043,3125,3044,2359,3045],"mcp gateway","\u002Fimg\u002Fblog\u002Fwhat-is-an-mcp-gateway.png","\u002Fimg\u002Fblog\u002Fwhat-is-an-mcp-gateway-card.png",{"path":3129,"title":3130,"description":3131,"publishedAt":2998,"author":6,"category":2111,"tags":3132,"readTime":2054,"cover":3135,"listingCover":3136,"image":1986},"\u002Fblog\u002Fguides\u002Fx-intent-search-social-selling","Monid Finds the Tweet. Volumn Tells You Who Sent It.","A tightened X search returned 19 of 20 keyword-relevant tweets. Only 2 were someone actually asking. Keyword match is not intent, and that gap is the work.",[3133,3134,2668,2028],"twitter scraper","x api","\u002Fimg\u002Fblog\u002Fx-intent-search-social-selling.png","\u002Fimg\u002Fblog\u002Fx-intent-search-social-selling-card.png",{"path":3138,"title":3139,"description":3140,"publishedAt":3141,"author":6,"category":2162,"tags":3142,"readTime":1992,"cover":3146,"listingCover":3147,"image":1986},"\u002Fblog\u002Fguides\u002Fapify-alternatives","Apify Alternatives: You Probably Want a Different Way to Buy It","Every AI answer to this question names Apify. We ran an Apify actor without an Apify account to show what the real alternative is.","2026-08-19",[3143,2619,3144,3145],"apify alternatives","actors","pay per call","\u002Fimg\u002Fblog\u002Fapify-alternatives.png","\u002Fimg\u002Fblog\u002Fapify-alternatives-card.png",{"path":3149,"title":3150,"description":3151,"publishedAt":3141,"author":6,"category":2098,"tags":3152,"readTime":1992,"cover":3156,"listingCover":3157,"image":1986},"\u002Fblog\u002Fguides\u002Fconnect-claude-to-amazon-search-data","Connect Claude to Amazon Search Data: OpenWeb Ninja and Monid","Amazon has no keyword API for sellers. Here is what a search endpoint actually returns, how to hand it to an agent, and which route fits which job.",[3153,3154,3155,2359],"amazon search api","amazon keyword data","ecommerce","\u002Fimg\u002Fblog\u002Fconnect-claude-to-amazon-search-data.png","\u002Fimg\u002Fblog\u002Fconnect-claude-to-amazon-search-data-card.png",{"path":3159,"title":3160,"description":3161,"publishedAt":3141,"author":6,"category":2022,"tags":3162,"readTime":1992,"cover":3165,"listingCover":3166,"image":1986},"\u002Fblog\u002Fguides\u002Fenrich-a-list-from-email-addresses","Enriching a List When All You Have Is Email Addresses","We enriched four real email addresses and one returned a person. The misses billed nothing. What that changes about how you plan a batch.",[2251,2899,3163,3164],"zoominfo alternatives","lead data","\u002Fimg\u002Fblog\u002Fenrich-a-list-from-email-addresses.png","\u002Fimg\u002Fblog\u002Fenrich-a-list-from-email-addresses-card.png",{"path":3168,"title":3169,"description":3170,"publishedAt":3141,"author":6,"category":2162,"tags":3171,"readTime":1992,"cover":3174,"listingCover":3175,"image":1986},"\u002Fblog\u002Fguides\u002Ffree-api-extract-page-content-rag","A Free API to Extract Page Content for RAG: Read This First","We scraped a Wikipedia page and got 74,552 characters starting with the nav menu. The official API gave 689 clean ones. When each is right.",[2360,2657,3172,3173],"chunking","llm context","\u002Fimg\u002Fblog\u002Ffree-api-extract-page-content-rag.png","\u002Fimg\u002Fblog\u002Ffree-api-extract-page-content-rag-card.png",{"path":3177,"title":3178,"description":3179,"publishedAt":3141,"author":6,"category":2579,"tags":3180,"readTime":1992,"cover":3184,"listingCover":3185,"image":1986},"\u002Fblog\u002Fguides\u002Fgoogle-maps-scraper-alternatives","Google Maps Scraper Alternatives: Building a Local Lead List","Two Google Maps actors, same catalogue, different jobs. One returned nothing on a plausible query. What the fields tell you about a business, measured.",[3181,3182,2408,3183],"google maps scraper","local leads","lead list","\u002Fimg\u002Fblog\u002Fgoogle-maps-scraper-alternatives.png","\u002Fimg\u002Fblog\u002Fgoogle-maps-scraper-alternatives-card.png",{"path":3187,"title":3188,"description":3189,"publishedAt":3141,"author":6,"category":2379,"tags":3190,"readTime":1992,"cover":3195,"listingCover":3196,"image":1986},"\u002Fblog\u002Fguides\u002Fmeta-ad-library-longest-running-ads","Mining the Meta Ad Library with Wireflow: Ninety Days Means It Works","Run duration is the profitability signal competitors publish by accident. How to read it, when it lies, and how to turn a long runner into creative.",[3191,3192,3193,3194],"meta ad library","competitor ads","ad creative","facebook ads","\u002Fimg\u002Fblog\u002Fmeta-ad-library-longest-running-ads.png","\u002Fimg\u002Fblog\u002Fmeta-ad-library-longest-running-ads-card.png",{"path":3198,"title":3199,"description":3200,"publishedAt":3201,"author":6,"category":1981,"tags":3202,"readTime":1992,"cover":3204,"listingCover":3205,"image":1986},"\u002Fblog\u002Fguides\u002Fai-agent-needs-two-integrations","A Model Is Half an Agent: AIHubMix for Models, Monid for Tools","A model gateway gets your agent talking. It still cannot look anything up. How to wire both halves, with AIHubMix on models and Monid on tools.","2026-08-18",[2359,3203,3044,3043],"model gateway","\u002Fimg\u002Fblog\u002Fai-agent-needs-two-integrations.png","\u002Fimg\u002Fblog\u002Fai-agent-needs-two-integrations-card.png",{"path":3207,"title":3208,"description":3209,"publishedAt":3201,"author":6,"category":1981,"tags":3210,"readTime":1992,"cover":3213,"listingCover":3214,"image":1986},"\u002Fblog\u002Fguides\u002Fapi-marketplace-for-ai-agents","The Best API Marketplace for AI Agents in 2026","Marketplaces were built for developers who integrate once. An agent chooses at run time. One ordinary task touched five providers across four steps.",[3211,2359,3043,3212],"api marketplace","tool use","\u002Fimg\u002Fblog\u002Fapi-marketplace-for-ai-agents.png","\u002Fimg\u002Fblog\u002Fapi-marketplace-for-ai-agents-card.png",{"path":3216,"title":3217,"description":3218,"publishedAt":3201,"author":6,"category":2022,"tags":3219,"readTime":1992,"cover":3223,"listingCover":3224,"image":1986},"\u002Fblog\u002Fguides\u002Fbusiness-entity-search-api","Business Entity Search by API: What Exists and What Does Not","State registries are the most searched company lookup and the least available by API. We ran the US endpoint on a private company and it returned nothing.",[3220,3221,3222,2215],"business entity search","company registry","sec edgar","\u002Fimg\u002Fblog\u002Fbusiness-entity-search-api.png","\u002Fimg\u002Fblog\u002Fbusiness-entity-search-api-card.png",{"path":3226,"title":3227,"description":3228,"publishedAt":3201,"author":6,"category":2162,"tags":3229,"readTime":1992,"cover":3233,"listingCover":3234,"image":1986},"\u002Fblog\u002Fguides\u002Fscraper-blocked-what-gets-through","Your Scraper Is Blocked: What Actually Gets Through in 2026","A raw request to a Cloudflare-protected page returns 403. We ran the same URL through a managed endpoint and read what came back, field by field.",[2619,3230,3231,3232],"cloudflare","proxies","blocked","\u002Fimg\u002Fblog\u002Fscraper-blocked-what-gets-through.png","\u002Fimg\u002Fblog\u002Fscraper-blocked-what-gets-through-card.png",{"path":3236,"title":3237,"description":3238,"publishedAt":3201,"author":6,"category":2162,"tags":3239,"readTime":1992,"cover":3241,"listingCover":3242,"image":1986},"\u002Fblog\u002Fguides\u002Fweb-scraping-api-for-ai-agents","The Best Web Scraping API for AI Agents in 2026","An agent cannot pick a scraper from a list it has never seen. What changes when the catalogue is discoverable at run time, measured across three phrasings.",[3240,2359,3043,3061],"web scraping api","\u002Fimg\u002Fblog\u002Fweb-scraping-api-for-ai-agents.png","\u002Fimg\u002Fblog\u002Fweb-scraping-api-for-ai-agents-card.png",{"path":3244,"title":3245,"description":3246,"publishedAt":3247,"author":6,"category":2022,"tags":3248,"readTime":2054,"cover":3254,"listingCover":3255,"image":1986},"\u002Fblog\u002Fguides\u002Fapi-to-find-a-company-website","Best API to Search a Company's Homepage From Its Name","Searching a company's homepage by API is resolution, not search. Which endpoint does it, why fuzzy matches are a feature, and how to pick the right row.","2026-08-17",[3249,3250,3251,3252,3253],"best api search company's homepage","company homepage search api","company website api","company lookup","domain resolution","\u002Fimg\u002Fblog\u002Fapi-to-find-a-company-website.png","\u002Fimg\u002Fblog\u002Fapi-to-find-a-company-website-card.png",{"path":3257,"title":3258,"description":3259,"publishedAt":3247,"author":6,"category":2162,"tags":3260,"readTime":1992,"cover":3264,"listingCover":3265,"image":1986},"\u002Fblog\u002Fguides\u002Fcompany-news-api-press-releases","PR Newswire API: How to Read Releases, Not Send Them","The newswires sell distribution, not access. Reading a company's releases and its coverage is a different endpoint, and one field separates the two.",[3261,3262,2932,3263],"company news api","press release api","signals","\u002Fimg\u002Fblog\u002Fcompany-news-api-press-releases.png","\u002Fimg\u002Fblog\u002Fcompany-news-api-press-releases-card.png",{"path":3267,"title":3268,"description":3269,"publishedAt":3247,"author":6,"category":2022,"tags":3270,"readTime":2054,"cover":3274,"listingCover":3275,"image":1986},"\u002Fblog\u002Fguides\u002Fcrunchbase-api-alternatives-funding-data","Startup Funding Data by API: Crunchbase Alternatives That Bill Per Call","Startup funding data without a Crunchbase seat: one enrichment call carried 33 rounds and 14 stage types on one company, and one field that misleads.",[3271,3272,2212,2453,3273,2180],"startup funding","startup funding data","funding data","\u002Fimg\u002Fblog\u002Fcrunchbase-api-alternatives-funding-data.png","\u002Fimg\u002Fblog\u002Fcrunchbase-api-alternatives-funding-data-card.png",{"path":3277,"title":3278,"description":3279,"publishedAt":3247,"author":6,"category":2022,"tags":3280,"readTime":2054,"cover":3284,"listingCover":3285,"image":1986},"\u002Fblog\u002Fguides\u002Fjob-postings-api-hiring-signals","Jooble API and Job Postings Data: Hiring as a Buying Signal","Jooble's API is for partners, not developers. What a job postings call returns instead, and two fields that turned out to be platform defaults, not data.",[3281,3282,2745,2746,3283,2853],"jooble api","jooble","jobs data","\u002Fimg\u002Fblog\u002Fjob-postings-api-hiring-signals.png","\u002Fimg\u002Fblog\u002Fjob-postings-api-hiring-signals-card.png",{"path":3287,"title":3288,"description":3289,"publishedAt":3247,"author":6,"category":2022,"tags":3290,"readTime":1992,"cover":3294,"listingCover":3295,"image":1986},"\u002Fblog\u002Fguides\u002Ftechnographic-data-platforms-vs-per-call","Technographic Data Platforms vs One API Call: What You Give Up","We ran a stack detection on a major site and half the fields came back empty. What per-call detection sees, and when a platform earns its price.",[3291,3292,3293,2853],"technographic data","tech stack detection","b2b targeting","\u002Fimg\u002Fblog\u002Ftechnographic-data-platforms-vs-per-call.png","\u002Fimg\u002Fblog\u002Ftechnographic-data-platforms-vs-per-call-card.png",{"path":3297,"title":3298,"description":3299,"publishedAt":3300,"author":6,"category":2111,"tags":3301,"readTime":1992,"cover":3304,"listingCover":3305,"image":1986},"\u002Fblog\u002Fguides\u002Fbest-social-media-scraping-api-2026","What Is the Best API for Social Media Scraping in 2026?","No single best one, because the platforms are not one problem. Which endpoint covers which network, and where a per-call bill differs from per-result.","2026-08-14",[3302,2312,3303,3030],"social media scraping api","tiktok","\u002Fimg\u002Fblog\u002Fbest-social-media-scraping-api-2026.png","\u002Fimg\u002Fblog\u002Fbest-social-media-scraping-api-2026-card.png",{"path":3307,"title":3308,"description":3309,"publishedAt":3300,"author":6,"category":2162,"tags":3310,"readTime":1992,"cover":3312,"listingCover":3313,"image":1986},"\u002Fblog\u002Fguides\u002Fmcp-server-live-web-data-agents","Which MCP Server Gives an AI Agent Live Web Data?","Most MCP servers wrap one vendor. The question is whether your agent needs a scraper or a catalogue it can search at runtime, and how to tell which.",[2275,2359,2840,3311],"model context protocol","\u002Fimg\u002Fblog\u002Fmcp-server-live-web-data-agents.png","\u002Fimg\u002Fblog\u002Fmcp-server-live-web-data-agents-card.png",{"path":3315,"title":3316,"description":3317,"publishedAt":3300,"author":6,"category":1981,"tags":3318,"readTime":2015,"cover":3321,"listingCover":3322,"image":1986},"\u002Fblog\u002Fguides\u002Fpay-per-call-data-api-vs-subscription","Which Data API Lets You Pay Per Call Instead of a Subscription?","Metered beats a subscription when your usage is bursty and loses when it is steady. The shapes, the crossover, and the measurement that decides it.",[3145,3319,3211,3320],"data api pricing","metered billing","\u002Fimg\u002Fblog\u002Fpay-per-call-data-api-vs-subscription.png","\u002Fimg\u002Fblog\u002Fpay-per-call-data-api-vs-subscription-card.png",{"path":3324,"title":3325,"description":3326,"publishedAt":3300,"author":6,"category":2022,"tags":3327,"readTime":2054,"cover":3330,"listingCover":3331,"image":1986},"\u002Fblog\u002Fguides\u002Fpeople-data-labs-apollo-zoominfo-alternatives","ZoomInfo Competitors: People Data Labs, Apollo, and What to Buy","ZoomInfo competitors split into three jobs: search, enrich, contract. What each is genuinely best at, and why the price gap is not what it looks like.",[3328,3163,2899,3329,2896],"zoominfo competitors","apollo alternatives","\u002Fimg\u002Fblog\u002Fpeople-data-labs-apollo-zoominfo-alternatives.png","\u002Fimg\u002Fblog\u002Fpeople-data-labs-apollo-zoominfo-alternatives-card.png",{"path":3333,"title":3334,"description":3335,"publishedAt":3300,"author":6,"category":2111,"tags":3336,"readTime":2015,"cover":3337,"listingCover":3338,"image":1986},"\u002Fblog\u002Fguides\u002Freddit-scraping-api-alternatives","Is There an Alternative to Apify for Scraping Reddit?","Yes, several. The more useful question is why a Reddit scraper returns posts that miss your keywords, because that is a search problem, not a scraper one.",[2406,2405,2407,3143],"\u002Fimg\u002Fblog\u002Freddit-scraping-api-alternatives.png","\u002Fimg\u002Fblog\u002Freddit-scraping-api-alternatives-card.png",{"path":3340,"title":3341,"description":3342,"publishedAt":3343,"author":6,"category":2022,"tags":3344,"readTime":1992,"cover":3347,"listingCover":3348,"image":1986},"\u002Fblog\u002Fguides\u002Fbest-linkedin-scraper-api-2026","What Is the Best LinkedIn Scraper API in 2026?","There is no single best LinkedIn scraper API. There are three jobs, and the honest answer is which endpoint fits which job, and what each one gets wrong.","2026-08-12",[3345,3097,3098,3346],"linkedin scraper api","data","\u002Fimg\u002Fblog\u002Fbest-linkedin-scraper-api-2026.png","\u002Fimg\u002Fblog\u002Fbest-linkedin-scraper-api-2026-card.png",{"path":3350,"title":3351,"description":3352,"publishedAt":3353,"author":6,"category":2022,"tags":3354,"readTime":1992,"cover":3359,"listingCover":3360,"image":1986},"\u002Fblog\u002Fguides\u002Fapollo-scraper","Apollo Scraper: Export Apollo.io Leads Safely by API in 2026","An Apollo scraper extension can get your account flagged. How to pull the same Apollo.io people and company data by metered API, with search free.","2026-08-10",[3355,3356,3357,3358],"apollo scraper","apollo.io","lead-generation","b2b-data","\u002Fimg\u002Fblog\u002Fapollo-scraper.png","\u002Fimg\u002Fblog\u002Fapollo-scraper-card.png",{"path":3362,"title":3363,"description":3364,"publishedAt":3353,"author":6,"category":2111,"tags":3365,"readTime":2054,"cover":3368,"listingCover":3369,"image":1986},"\u002Fblog\u002Fguides\u002Freddit-scraper","Reddit API in 2026: Licensed Access or a Public-Page Scraper","Reddit closed self-service API access in 2025. The honest split between the licensed Data API and a public-page scraper you run metered per call.",[2406,2405,3366,3367,3031],"reddit data api","web-scraping","\u002Fimg\u002Fblog\u002Freddit-scraper.png","\u002Fimg\u002Fblog\u002Freddit-scraper-card.png",{"path":3371,"title":3372,"description":3373,"publishedAt":3353,"author":6,"category":2022,"tags":3374,"readTime":2054,"cover":3381,"listingCover":3382,"image":1986},"\u002Fblog\u002Fguides\u002Ftechnographic-data-api","Technographics by API: Three Sources Said 271, 18 and 0","One domain, one afternoon, three technographic routes. A live detector found nothing, a curated database found eighteen, a sales database found 271.",[3375,3376,3377,3378,3379,3380],"technographics","technographics tool","technographic data api","sales tech stack","tech stack","company-enrichment","\u002Fimg\u002Fblog\u002Ftechnographic-data-api.png","\u002Fimg\u002Fblog\u002Ftechnographic-data-api-card.png",{"path":3384,"title":3385,"description":3386,"publishedAt":3387,"author":6,"category":2111,"tags":3388,"readTime":1992,"cover":3390,"listingCover":3391,"image":1986},"\u002Fblog\u002Fguides\u002Fapify-instagram-scraper","The Apify Instagram Scraper: Which Actor to Use in 2026","Apify has five Instagram scrapers, not one. Which actor fits which job, how to run them without getting blocked, and what two measured runs actually cost.","2026-08-04",[3389,3030,3367,3012],"apify instagram scraper","\u002Fimg\u002Fblog\u002Fapify-instagram-scraper.png","\u002Fimg\u002Fblog\u002Fapify-instagram-scraper-card.png",{"path":3393,"title":3394,"description":3395,"publishedAt":3396,"author":6,"category":2022,"tags":3397,"readTime":2054,"cover":3399,"listingCover":3400,"image":1986},"\u002Fblog\u002Fguides\u002Fbest-linkedin-outreach-tools-2026","The Best LinkedIn Outreach Tools in 2026","LinkedIn outreach tools split into two layers in 2026: the data layer that finds and verifies people, and the sending layer that sequences the messages.","2026-07-29",[3398,3097,3098,3346],"linkedin outreach","\u002Fimg\u002Fblog\u002Fbest-linkedin-outreach-tools-2026.png","\u002Fimg\u002Fblog\u002Fbest-linkedin-outreach-tools-2026-card.png",{"path":3402,"title":3403,"description":3404,"publishedAt":3405,"author":6,"category":2098,"tags":3406,"readTime":3409,"cover":3410,"listingCover":3411,"image":1986},"\u002Fblog\u002Fguides\u002Famazon-pa-api-alternatives","Amazon's PA-API Retires in 2026: How to Move to Monid","PA-API retired in May 2026. Which endpoints actually replace GetItems and SearchItems, tested on the day of writing, including one returning empty prices.","2026-07-21",[3407,3408,3346,3155],"amazon product advertising api","pa-api alternative","9 min","\u002Fimg\u002Fblog\u002Famazon-pa-api-alternatives.png","\u002Fimg\u002Fblog\u002Famazon-pa-api-alternatives-card.png",{"path":1470,"title":3413,"description":3414,"publishedAt":3415,"author":6,"category":2098,"tags":3416,"readTime":2982,"cover":3418,"listingCover":3419,"image":1986},"The Best Amazon Reviews API in 2026 (We Tested Them)","There is no official Amazon reviews API. Here are the real ways to get review text, what all of them costs, and the pagination limit nobody mentions.","2026-07-09",[3417,3346,3012,3155],"amazon reviews api","\u002Fimg\u002Fblog\u002Fbest-amazon-reviews-api-2026.png","\u002Fimg\u002Fblog\u002Fbest-amazon-reviews-api-2026-card.png",{"path":3421,"title":3422,"description":3423,"publishedAt":3415,"author":6,"category":2022,"tags":3424,"readTime":2054,"cover":3427,"listingCover":3428,"image":1986},"\u002Fblog\u002Fguides\u002Fbest-email-verification-api-2026","Best Email Verification API in 2026: ZeroBounce, NeverBounce, Kickbox, or One Call on Monid?","ZeroBounce, NeverBounce, Kickbox, Bouncer, a DIY SMTP check and Strale compared: credit packs versus one metered per-call endpoint.",[3425,3346,3012,3426],"email verification api","email","\u002Fimg\u002Fblog\u002Fbest-email-verification-api-2026.png","\u002Fimg\u002Fblog\u002Fbest-email-verification-api-2026-card.png",{"path":3430,"title":3431,"description":21,"publishedAt":3432,"author":1986,"category":1981,"tags":3433,"readTime":1986,"cover":3436,"listingCover":1986,"image":1986},"\u002Fblog\u002Fakta-pro-is-now-available-on-monid","Akta Pro Is Now Available On Monid","2026-07-07",[3012,3434,3435,3346],"partner-tools","private-markets","\u002Fimg\u002Fblog\u002Fakta-pro-is-now-available-on-monid-v2.png",{"path":3438,"title":3439,"description":3440,"publishedAt":3441,"author":1986,"category":1981,"tags":3442,"readTime":1986,"cover":3445,"listingCover":1986,"image":1986},"\u002Fblog\u002Fyour-claude-code-can-now-make-phone-calls","Your Claude Code can now make phone calls","Saperly is now available on Monid. Your agent can now make phone calls for you.","2026-07-05",[3012,3434,3443,3444],"voice","phone","\u002Fimg\u002Fblog\u002Fyour-claude-code-can-now-make-phone-calls.png",{"path":3447,"title":3448,"description":3449,"publishedAt":3450,"author":1986,"category":1981,"tags":3451,"readTime":1986,"cover":3454,"listingCover":1986,"image":1986},"\u002Fblog\u002Fintroducing-suzanne-chatgpt-for-3d-models","Introducing\nClaude for 3D models","Suzanne is now available on Monid. Turn any idea into a production-ready 3D model in one prompt.","2026-06-25",[3452,3012,3453],"3d","creative-tools","\u002Fimg\u002Fblog\u002Fintroducing-suzanne-chatgpt-for-3d-models.png",{"path":3456,"title":3457,"description":3458,"publishedAt":3459,"author":1986,"category":1981,"tags":3460,"readTime":1986,"cover":3463,"listingCover":1986,"image":1986},"\u002Fblog\u002Fminimax-is-now-available-on-monid","MiniMax is now available on Monid","Create images and music with MiniMax models through Monid.","2026-06-24",[3012,3453,3461,3462],"image-generation","music-generation","\u002Fimg\u002Fblog\u002Fminimax-is-now-available-on-monid.png",1790633493075]