[{"data":1,"prerenderedAt":2567},["ShallowReactive",2],{"blog-guide-\u002Fblog\u002Fguides\u002Freddit-scraper-returns-different-posts":3,"blog-guide-related-\u002Fblog\u002Fguides\u002Freddit-scraper-returns-different-posts":1234},{"id":4,"title":5,"author":6,"body":7,"category":1213,"cover":1214,"description":1215,"draft":1216,"extension":1217,"image":1218,"launchCta":1218,"listingCover":1219,"meta":1220,"navigation":1221,"ogImage":1218,"path":1222,"publishedAt":1223,"readTime":1224,"seo":1225,"stem":1226,"tags":1227,"toolCategory":1167,"updatedAt":1223,"__hash__":1233},"blogGuides\u002Fblog\u002Fguides\u002Freddit-scraper-returns-different-posts.md","Two Reddit Scrapers, One Query, Four Posts in Common","Jasper Li",{"type":8,"value":9,"toc":1182},"minimark",[10,15,65,77,82,85,90,101,105,108,111,115,129,146,160,164,171,185,189,192,196,210,213,217,220,298,301,305,311,315,328,332,335,339,348,356,364,368,425,429,435,448,453,494,512,522,526,531,541,545,582,615,624,628,633,638,673,676,680,690,694,697,701,819,836,840,856,865,869,884,888,911,922,926,1051,1060,1063,1067,1070,1076,1082,1093,1105,1108,1112,1117,1120,1135,1139,1146,1152,1158,1164,1172,1178],[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 search Reddit for a keyword.",[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 apify trudax\u002Freddit-scraper-lite for a search term\n","sh","",[23,24,25],"code",{"__ignoreMap":21},[26,27,30,34,38,41,44,47,50,53,56,59,62],"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}," apify",[26,51,52],{"class":36}," trudax\u002Freddit-scraper-lite",[26,54,55],{"class":36}," for",[26,57,58],{"class":36}," a",[26,60,61],{"class":36}," search",[26,63,64],{"class":36}," term\n",[11,66,67,68,76],{},"Somebody on r\u002Fapify asked why a Reddit scraper returns posts that do not match their keywords. On 2026-09-08 we put the same query through two different Reddit endpoints in the same minute, with the same sort order, and checked. The results were not irrelevant. Every post came back on topic. The two providers still returned different sets, and they agreed on four posts out of ten. This guide runs through ",[69,70,75],"a",{"href":71,"rel":72},"https:\u002F\u002Fmonid.ai",[73,74],"noopener","noreferrer","Monid",", the OpenRouter for agent tools.",[78,79,81],"h2",{"id":80},"apify-reddit-scraper-returns-irrelevant-posts-that-dont-match-search-keywords-am-i-doing-something-wrong","Apify Reddit scraper returns irrelevant posts that don't match search keywords, am I doing something wrong?",[11,83,84],{},"Probably not, and on our measurement the results were not irrelevant either. The real problem is a different one.",[86,87,89],"h3",{"id":88},"what-we-ran","What we ran",[11,91,92,93,96,97,100],{},"Query ",[23,94,95],{},"rag pipeline evaluation",", posts only, sort by relevance, on 2026-09-08. Ten posts came back from ",[23,98,99],{},"apify\u002Ftrudax\u002Freddit-scraper-lite",". We then checked every title and body for the three query terms.",[86,102,104],{"id":103},"what-came-back","What came back",[11,106,107],{},"All ten titles carried at least two of the three terms. All ten bodies carried at least three. The top result was \"Not a developer. Accidentally built a RAG pipeline anyway\"; the last was \"Fresh Grad Solo Project: Am I over-engineering my RAG pipeline evaluation?\". Six of the ten sat in r\u002FRag, the rest in r\u002FLangChain, r\u002Flearnmachinelearning and r\u002Fdotnet.",[11,109,110],{},"On a specific multi-word technical phrase, relevance was not the failure mode. So if you are seeing junk, the first thing to check is the query rather than the actor.",[86,112,114],{"id":113},"the-three-things-that-actually-cause-the-symptom","The three things that actually cause the symptom",[11,116,117,121,122,125,126,128],{},[118,119,120],"strong",{},"A short or generic term."," Reddit's own relevance ranking widens aggressively on one-word queries, and a scraper faithfully returns what Reddit ranked. A search for ",[23,123,124],{},"rag"," and a search for ",[23,127,95],{}," are different problems.",[11,130,131,141,142,145],{},[118,132,133,136,137,140],{},[23,134,135],{},"searchCommunities"," or ",[23,138,139],{},"searchUsers"," left on."," The actor takes separate booleans for posts, comments, communities, users and media. Leave the extra ones true and you get subreddit and profile records mixed into what you assumed was a list of posts, distinguishable only by the ",[23,143,144],{},"dataType"," field you probably dropped.",[11,147,148,159],{},[118,149,150,151,154,155,158],{},"Sorting by ",[23,152,153],{},"new"," and reading it as ",[23,156,157],{},"relevance","."," New returns whatever was posted most recently that matched at all, which on a broad term is mostly noise. The sort is the single highest-leverage argument in the schema.",[86,161,163],{"id":162},"the-one-that-surprised-us","The one that surprised us",[11,165,166,167,170],{},"We asked for ",[23,168,169],{},"maxItems: 15"," and received 10 rows, and were billed for 10. The limit is a ceiling, not a target, and Reddit's search surface simply had fewer results it was prepared to hand over.",[172,173,174],"blockquote",{},[11,175,176,177,180,181],{},"📖 ",[118,178,179],{},"See also"," ",[69,182,184],{"href":183},"\u002Fblog\u002Fguides\u002Freddit-scraper","Reddit Scraper: How to Get Reddit Data After the API Lockdown",[78,186,188],{"id":187},"is-there-any-alternative-to-apify-for-reddit","Is there any alternative to apify for Reddit?",[11,190,191],{},"Yes, and running both at once is how the more interesting problem became visible.",[86,193,195],{"id":194},"the-second-route","The second route",[11,197,198,201,202,205,206,209],{},[23,199,200],{},"tikhub\u002Fapi\u002Fv1\u002Freddit\u002Fapp\u002Ffetch_dynamic_search"," takes a ",[23,203,204],{},"query"," and a ",[23,207,208],{},"search_type",", bills per call rather than per result, and returns in about four seconds against roughly three minutes for the browser-based actor.",[11,211,212],{},"It also returns something structurally different, which matters more than the speed.",[86,214,216],{"id":215},"the-same-query-two-answers","The same query, two answers",[11,218,219],{},"Same term, same relevance sort, same minute:",[221,222,223,240],"table",{},[224,225,226],"thead",{},[227,228,229,232,236],"tr",{},[230,231],"th",{},[230,233,234],{},[23,235,99],{},[230,237,238],{},[23,239,200],{},[241,242,243,255,266,277,288],"tbody",{},[227,244,245,249,252],{},[246,247,248],"td",{},"Posts returned",[246,250,251],{},"10",[246,253,254],{},"7",[227,256,257,260,263],{},[246,258,259],{},"Shape",[246,261,262],{},"Flat array of post objects",[246,264,265],{},"Reddit's own GraphQL envelope",[227,267,268,271,274],{},[246,269,270],{},"Billing",[246,272,273],{},"Per result, plus a flat fee per run",[246,275,276],{},"Per call",[227,278,279,282,285],{},[246,280,281],{},"Time to complete",[246,283,284],{},"About three minutes",[246,286,287],{},"About four seconds",[227,289,290,293,296],{},[246,291,292],{},"Exact-title overlap",[246,294,295],{},"4 posts",[246,297,295],{},[11,299,300],{},"Four posts in common. Six were unique to one provider and three to the other.",[86,302,304],{"id":303},"what-that-actually-means","What that actually means",[11,306,307,310],{},[118,308,309],{},"Neither of them returns \"the\" Reddit results for a keyword."," Both are reading a ranked, personalised, session-dependent surface, and two readings taken a minute apart differ.So if you monitor a brand or a keyword on one Reddit scraper, you are seeing roughly half of what a second scraper would have shown you on the same query. That is not a bug in either product. It is what search over a ranked feed is.",[86,312,314],{"id":313},"the-practical-response","The practical response",[11,316,317,318,322,323,327],{},"Run two, deduplicate on post id, and accept that even the union is a sample. Two readings of one platform priced honestly against each other is the exercise in ",[69,319,321],{"href":320},"\u002Fblog\u002Fapify-vs-tikhub-tiktok-scraping","Apify vs TikHub for TikTok scraping",". That is the same argument for redundancy made in ",[69,324,326],{"href":325},"\u002Fblog\u002Fguides\u002Fstop-depending-on-one-scraping-vendor","not depending on one scraping vendor",", and Reddit is where it shows up fastest because the ranking changes under you.",[78,329,331],{"id":330},"how-do-you-pull-reddit-posts-for-a-keyword","How do you pull Reddit posts for a keyword?",[11,333,334],{},"Three steps, and discovery is free.",[86,336,338],{"id":337},"for-agents","For agents",[11,340,341,342,347],{},"Grab an API key at ",[69,343,346],{"href":344,"rel":345},"https:\u002F\u002Fapp.monid.ai\u002F",[73,74],"app.monid.ai",", then paste this to your agent and hand it the key:",[16,349,354],{"className":350,"code":352,"language":353,"meta":21},[351],"language-text","set up https:\u002F\u002Fmonid.ai\u002FSKILL.md\n","text",[23,355,352],{"__ignoreMap":21},[11,357,358,359,158],{},"It learns the whole discover, inspect, run workflow itself. More in the ",[69,360,363],{"href":361,"rel":362},"https:\u002F\u002Fmonid.ai\u002Fdocs\u002Fguide\u002Fquickstart-skill",[73,74],"agent quickstart",[86,365,367],{"id":366},"for-humans","For humans",[16,369,373],{"className":370,"code":371,"language":372,"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",[23,374,375,390],{"__ignoreMap":21},[26,376,377,381,384,387],{"class":28,"line":29},[26,378,380],{"class":379},"sBMFI","npm",[26,382,383],{"class":36}," install",[26,385,386],{"class":36}," -g",[26,388,389],{"class":36}," @monid-ai\u002Fcli\n",[26,391,393,396,399,402,405,409,412,416,419,422],{"class":28,"line":392},2,[26,394,395],{"class":379},"monid",[26,397,398],{"class":36}," keys",[26,400,401],{"class":36}," add",[26,403,404],{"class":36}," -k",[26,406,408],{"class":407},"sMK4o"," \u003C",[26,410,411],{"class":36},"your-api-ke",[26,413,415],{"class":414},"sTEyZ","y",[26,417,418],{"class":407},">",[26,420,421],{"class":36}," -l",[26,423,424],{"class":36}," main\n",[86,426,428],{"id":427},"step-1-search-with-the-narrow-route-first","Step 1. Search with the narrow route first",[11,430,431,434],{},[118,432,433],{},"What it does."," One call, one flat page of ranked posts, no browser.",[11,436,437,180,440,445,446,158],{},[118,438,439],{},"The endpoints.",[69,441,443],{"href":442},"\u002Ftools\u002Freddit",[23,444,200],{},", billed per call, requires ",[23,447,204],{},[11,449,450],{},[118,451,452],{},"The call.",[16,454,456],{"className":370,"code":455,"language":372,"meta":21,"style":21},"monid run -p tikhub -e \u002Fapi\u002Fv1\u002Freddit\u002Fapp\u002Ffetch_dynamic_search \\\n  --query '{\"query\": \"rag pipeline evaluation\", \"search_type\": \"post\", \"sort\": \"RELEVANCE\"}'\n",[23,457,458,480],{"__ignoreMap":21},[26,459,460,462,465,468,471,474,477],{"class":28,"line":29},[26,461,395],{"class":379},[26,463,464],{"class":36}," run",[26,466,467],{"class":36}," -p",[26,469,470],{"class":36}," tikhub",[26,472,473],{"class":36}," -e",[26,475,476],{"class":36}," \u002Fapi\u002Fv1\u002Freddit\u002Fapp\u002Ffetch_dynamic_search",[26,478,479],{"class":414}," \\\n",[26,481,482,485,488,491],{"class":28,"line":392},[26,483,484],{"class":36},"  --query",[26,486,487],{"class":407}," '",[26,489,490],{"class":36},"{\"query\": \"rag pipeline evaluation\", \"search_type\": \"post\", \"sort\": \"RELEVANCE\"}",[26,492,493],{"class":407},"'\n",[11,495,496,499,500,503,504,507,508,511],{},[118,497,498],{},"What comes back."," Reddit's GraphQL response. The posts are not at the top level: walk the tree for nodes whose ",[23,501,502],{},"__typename"," is ",[23,505,506],{},"SearchPost"," and take the ",[23,509,510],{},"post"," object off each one.",[11,513,514,517,518,158],{},[118,515,516],{},"What it costs."," A fraction of a cent per call, and the charge does not move with the number of posts. Current figures at ",[69,519,521],{"href":520},"\u002Ftools","monid.ai\u002Ftools",[86,523,525],{"id":524},"step-2-search-with-the-broad-route-when-you-need-the-body-text","Step 2. Search with the broad route when you need the body text",[11,527,528,530],{},[118,529,433],{}," Renders the page, so you get full post bodies and media links.",[11,532,533,180,535,540],{},[118,534,439],{},[69,536,538],{"href":537},"\u002Ftools\u002Fapify",[23,539,99],{},", billed per result with a flat fee per run.",[11,542,543],{},[118,544,452],{},[16,546,548],{"className":370,"code":547,"language":372,"meta":21,"style":21},"monid run -p apify -e \u002Ftrudax\u002Freddit-scraper-lite -w \\\n  -i '{\"searches\":[\"rag pipeline evaluation\"],\"searchPosts\":true,\"searchComments\":false,\"searchCommunities\":false,\"searchUsers\":false,\"sort\":\"relevance\",\"maxItems\":15,\"skipComments\":true}'\n",[23,549,550,570],{"__ignoreMap":21},[26,551,552,554,556,558,560,562,565,568],{"class":28,"line":29},[26,553,395],{"class":379},[26,555,464],{"class":36},[26,557,467],{"class":36},[26,559,49],{"class":36},[26,561,473],{"class":36},[26,563,564],{"class":36}," \u002Ftrudax\u002Freddit-scraper-lite",[26,566,567],{"class":36}," -w",[26,569,479],{"class":414},[26,571,572,575,577,580],{"class":28,"line":392},[26,573,574],{"class":36},"  -i",[26,576,487],{"class":407},[26,578,579],{"class":36},"{\"searches\":[\"rag pipeline evaluation\"],\"searchPosts\":true,\"searchComments\":false,\"searchCommunities\":false,\"searchUsers\":false,\"sort\":\"relevance\",\"maxItems\":15,\"skipComments\":true}",[26,581,493],{"class":407},[11,583,584,586,587,590,591,590,594,590,597,590,600,590,603,606,607,610,611,614],{},[118,585,498],{}," A flat array with ",[23,588,589],{},"title",", ",[23,592,593],{},"body",[23,595,596],{},"communityName",[23,598,599],{},"upVotes",[23,601,602],{},"upVoteRatio",[23,604,605],{},"numberOfComments"," and ",[23,608,609],{},"url"," on every row. Note the four ",[23,612,613],{},"search*"," booleans set explicitly rather than left to default.",[11,616,617,619,620,623],{},[118,618,516],{}," A fraction of a cent per result plus a small flat fee per run, so the flat fee dominates on tiny pulls. Keep ",[23,621,622],{},"maxItems"," honest.",[86,625,627],{"id":626},"step-3-merge-on-the-post-url-not-the-title","Step 3. Merge on the post URL, not the title",[11,629,630,632],{},[118,631,433],{}," Turns two partial views into one list you can trust more than either.",[11,634,635,637],{},[118,636,452],{}," No endpoint, just the join:",[16,639,643],{"className":640,"code":641,"language":642,"meta":21,"style":21},"language-python shiki shiki-themes material-theme-lighter material-theme material-theme-palenight","seen = {}\nfor row in apify_rows:\n    seen[row[\"url\"]] = row\nfor post in tikhub_posts:\n    seen.setdefault(\"https:\u002F\u002Freddit.com\" + post[\"permalink\"], post)\n","python",[23,644,645,650,655,661,667],{"__ignoreMap":21},[26,646,647],{"class":28,"line":29},[26,648,649],{},"seen = {}\n",[26,651,652],{"class":28,"line":392},[26,653,654],{},"for row in apify_rows:\n",[26,656,658],{"class":28,"line":657},3,[26,659,660],{},"    seen[row[\"url\"]] = row\n",[26,662,664],{"class":28,"line":663},4,[26,665,666],{},"for post in tikhub_posts:\n",[26,668,670],{"class":28,"line":669},5,[26,671,672],{},"    seen.setdefault(\"https:\u002F\u002Freddit.com\" + post[\"permalink\"], post)\n",[11,674,675],{},"Titles are edited and re-posted; the permalink is stable. Deduplicating on a normalised title is what makes two copies of the same thread look like two threads.",[677,678],"skill-prompt",{"prompt":679},"search Reddit for my product name on two different providers, merge the results on post URL, and show me only the ones a single provider missed",[172,681,682],{},[11,683,176,684,180,686],{},[118,685,179],{},[69,687,689],{"href":688},"\u002Fblog\u002Fguides\u002Freddit-scraping-api-alternatives","Is There an Alternative to Apify for Scraping Reddit?",[78,691,693],{"id":692},"which-fields-survive-the-switch-between-providers","Which fields survive the switch between providers?",[11,695,696],{},"Almost none of the names, and that is the tax nobody budgets for.",[86,698,700],{"id":699},"the-same-data-under-different-names","The same data under different names",[221,702,703,718],{},[224,704,705],{},[227,706,707,710,714],{},[230,708,709],{},"What you want",[230,711,712],{},[23,713,99],{},[230,715,716],{},[23,717,200],{},[241,719,720,734,748,762,776,790,804],{},[227,721,722,725,729],{},[246,723,724],{},"Title",[246,726,727],{},[23,728,589],{},[246,730,731],{},[23,732,733],{},"postTitle",[227,735,736,739,743],{},[246,737,738],{},"Body",[246,740,741],{},[23,742,593],{},[246,744,745],{},[23,746,747],{},"content",[227,749,750,753,757],{},[246,751,752],{},"Score",[246,754,755],{},[23,756,599],{},[246,758,759],{},[23,760,761],{},"score",[227,763,764,767,771],{},[246,765,766],{},"Upvote ratio",[246,768,769],{},[23,770,602],{},[246,772,773],{},[23,774,775],{},"upvoteRatio",[227,777,778,781,785],{},[246,779,780],{},"Comment count",[246,782,783],{},[23,784,605],{},[246,786,787],{},[23,788,789],{},"commentCount",[227,791,792,795,799],{},[246,793,794],{},"Subreddit",[246,796,797],{},[23,798,596],{},[246,800,801],{},[23,802,803],{},"subreddit.name",[227,805,806,809,813],{},[246,807,808],{},"Link",[246,810,811],{},[23,812,609],{},[246,814,815,818],{},[23,816,817],{},"permalink",", relative",[11,820,821,822,824,825,827,828,831,832,158],{},"Note ",[23,823,602],{}," against ",[23,826,775],{},". One capital letter, and a mapping written by hand will pass review and return ",[23,829,830],{},"undefined"," in production. The same shape of failure as the enum mismatch described in ",[69,833,835],{"href":834},"\u002Fblog\u002Fguides\u002Fprompt-instead-of-filters-people-search","a wrong enum returns zero",[86,837,839],{"id":838},"the-field-one-has-and-the-other-does-not","The field one has and the other does not",[11,841,842,843,590,846,590,849,590,852,855],{},"The GraphQL route carries ",[23,844,845],{},"viewCount",[23,847,848],{},"awardings",[23,850,851],{},"flair",[23,853,854],{},"languageCode"," and a moderation block that the flat actor does not expose at all. Views in particular are the one Reddit metric no other route gives you.",[11,857,858,864],{},[118,859,860,861,863],{},"On our seven rows, ",[23,862,845],{}," was null on every one."," The field exists in the shape and carried nothing. That is worth knowing before you design a dashboard around it: a field being present in the schema is not a promise that it is populated, and the only way to find out is a call.",[86,866,868],{"id":867},"the-nesting-is-a-real-cost","The nesting is a real cost",[11,870,871,872,875,876,879,880,883],{},"The flat actor gives you ",[23,873,874],{},"rows[i].title",". The GraphQL route gives you the same title six levels down, under ",[23,877,878],{},"search.dynamic.components.main.edges[0].node.children[i].post.postTitle",", and the shape of that tree is Reddit's to change. Walking for ",[23,881,882],{},"__typename === \"SearchPost\""," rather than indexing a fixed path is the difference between a parser that survives a Reddit release and one that does not.",[86,885,887],{"id":886},"the-enum-that-fails-loudly-which-is-the-good-case","The enum that fails loudly, which is the good case",[11,889,890,891,894,895,590,898,590,901,590,904,590,907,910],{},"Passing ",[23,892,893],{},"sort: \"relevance\""," returns HTTP 422 with a body naming the legal set: ",[23,896,897],{},"RELEVANCE",[23,899,900],{},"HOT",[23,902,903],{},"TOP",[23,905,906],{},"NEW",[23,908,909],{},"COMMENTS",". Lowercase fails. This is the behaviour you want, and it is worth contrasting with an endpoint that accepts a bad filter and quietly returns an empty set instead.",[11,912,913,914,917,918,921],{},"One wrinkle: the provider's 422 arrives inside a Monid run whose own status reads ",[23,915,916],{},"COMPLETED",", because the call was delivered successfully and the provider answered. Check ",[23,919,920],{},"providerResponse.httpStatus",", not just the run status.",[78,923,925],{"id":924},"which-endpoint-should-i-use-for-which-job","Which endpoint should I use for which job?",[221,927,928,949],{},[224,929,930],{},[227,931,932,935,938,941,944,947],{},[230,933,934],{},"Endpoint",[230,936,937],{},"What it does",[230,939,940],{},"Input",[230,942,943],{},"Output",[230,945,946],{},"Best for",[230,948,270],{},[241,950,951,976,1004,1028],{},[227,952,953,959,962,968,971,974],{},[246,954,955],{},[69,956,957],{"href":442},[23,958,200],{},[246,960,961],{},"Keyword search, fast",[246,963,964,590,966],{},[23,965,204],{},[23,967,208],{},[246,969,970],{},"GraphQL envelope, views and flair",[246,972,973],{},"Frequent polling on many terms",[246,975,276],{},[227,977,978,984,987,995,998,1001],{},[246,979,980],{},[69,981,982],{"href":537},[23,983,99],{},[246,985,986],{},"Search or URL crawl, rendered",[246,988,989,136,992],{},[23,990,991],{},"searches",[23,993,994],{},"startUrls",[246,996,997],{},"Flat rows with full body text",[246,999,1000],{},"One deep pull with bodies",[246,1002,1003],{},"Per result plus flat fee",[227,1005,1006,1013,1016,1019,1022,1025],{},[246,1007,1008],{},[69,1009,1010],{"href":537},[23,1011,1012],{},"apify\u002Fpracticaltools\u002Fapify-reddit-api",[246,1014,1015],{},"A third reading of the same surface",[246,1017,1018],{},"Search terms",[246,1020,1021],{},"Flat rows",[246,1023,1024],{},"A tie-breaker between the other two",[246,1026,1027],{},"Per result",[227,1029,1030,1037,1040,1043,1046,1049],{},[246,1031,1032],{},[69,1033,1034],{"href":537},[23,1035,1036],{},"apify\u002Fcrawlerbros\u002Freddit-comment-scraper",[246,1038,1039],{},"Comments under a thread",[246,1041,1042],{},"Thread URL",[246,1044,1045],{},"Comment rows",[246,1047,1048],{},"Sentiment inside a discussion",[246,1050,1003],{},[11,1052,1053,1054,1057,1058,158],{},"Every row was verified with ",[23,1055,1056],{},"monid inspect"," on 2026-09-08. The table gives billing shape rather than figures, because shape is what drives design and current numbers live on ",[69,1059,521],{"href":520},[11,1061,1062],{},"The billing split is the whole design decision here. Per call means a wide, frequent sweep across many keywords costs the same whether each returns two posts or two hundred. Per result means a deep pull on one term is priced by what you actually keep. Most monitoring wants the first and most research wants the second.",[78,1064,1066],{"id":1065},"when-is-a-reddit-scraper-the-wrong-tool","When is a Reddit scraper the wrong tool?",[11,1068,1069],{},"Three cases, and the first one catches people out.",[11,1071,1072,1075],{},[118,1073,1074],{},"You need every post, not a ranked sample."," Search endpoints read a ranking. If you need completeness on a subreddit, crawl the subreddit by URL with a date limit instead of searching, and even then accept that removed and quarantined content will not appear. Our own measurement, four common posts out of seventeen, is the evidence for how far a ranked sample is from a census.",[11,1077,1078,1081],{},[118,1079,1080],{},"You are doing anything commercial with the text at scale."," Reddit's terms restrict redistribution and model training on their content, and the 2023 pricing change to the official API was the company deciding to charge for exactly that. Reading public pages to understand a market is a different activity from bulk-licensing a corpus, and if you are doing the second you want a license, not a scraper.",[11,1083,1084,1087,1088,1092],{},[118,1085,1086],{},"You want author-level identity."," A username is not a person, and joining Reddit activity to a real identity is both technically unreliable and an ethical problem. If the job is to find people rather than to understand a conversation, ",[69,1089,1091],{"href":1090},"\u002Fblog\u002Fguides\u002Fbest-linkedin-scraper-api-2026","the LinkedIn route"," is the honest one.",[11,1094,1095,1098,1099,1104],{},[118,1096,1097],{},"You want the recurring complaint, not the corpus."," Pulling the posts is the cheap half. Reading a few thousand of them to find the problem that keeps coming back is the work, and it is a summarisation job rather than a retrieval one. Products built for ",[69,1100,1103],{"href":1101,"rel":1102},"https:\u002F\u002Fpainonsocial.com\u002F",[73,74],"Reddit pain point research"," run that pass for you, which is a different purchase from an endpoint and the better one when you want the conclusion rather than the rows.",[11,1106,1107],{},"And the disclosure: this is Monid's blog and we sell per-call access to both endpoints compared above. The finding in this article is that one of them is not enough, which happens to argue for buying two things from us, so weigh it accordingly. The measurement is reproducible in two calls if you want to check it yourself.",[78,1109,1111],{"id":1110},"conclusion","Conclusion",[11,1113,1114,1115,158],{},"The complaint that started this article was that a Reddit scraper returns irrelevant results, and on a specific multi-word query it did not. Every post we got back was on topic. That is worth saying plainly, because the fix people reach for is switching vendors, and switching vendors does not fix a query that is too broad or a sort left on ",[23,1116,153],{},[11,1118,1119],{},"What we found instead is harder to notice and matters more. Two providers reading the same keyword in the same minute agreed on four posts out of ten. Reddit search is a ranked, shifting surface, not a table, so a single scraper is a sample of a sample. If your brand monitoring runs on one endpoint, it is not wrong so much as partial, and it has no way to tell you which half it missed.",[11,1121,1122,1123,1126,1127,1130,1131,158],{},"Free next step: run the same keyword through both endpoints and diff the URLs. ",[23,1124,1125],{},"monid discover -q \"reddit\""," lists what is available and costs nothing, and ",[23,1128,1129],{},"inspect"," shows each schema and price before a single call bills. Start at ",[69,1132,1134],{"href":71,"rel":1133},[73,74],"monid.ai",[78,1136,1138],{"id":1137},"faq","FAQ",[1140,1141,1143],"faq-item",{"q":1142},"Is Reddit search itself deterministic?",[11,1144,1145],{},"No, and that is the root of the divergence measured here. Reddit ranks search results with signals that include recency, engagement velocity and the requesting session, so two requests made a minute apart can order and truncate the same matches differently. A scraper reads whatever the surface returned at that moment and is faithful to it. The practical consequence is that you should treat any single search result set as a sample rather than a query result, and deduplicate across repeated pulls rather than assuming a stable list.",[1140,1147,1149],{"q":1148},"What happened to the official Reddit API and can I still use it?",[11,1150,1151],{},"It still exists and it is still usable, but since 2023 commercial access is priced per request at a level that ended most third-party apps and made bulk research uneconomic for small teams. Free and low-volume access remains for personal projects under strict rate limits and an OAuth registration. If your volume fits inside those limits the official API is the correct choice and gives you cleaner data than any scraper. The routes in this article exist for the case where it does not fit, or where you do not want to hold an app registration to read public pages.",[1140,1153,1155],{"q":1154},"Should I scrape posts or comments?",[11,1156,1157],{},"Posts for discovery and comments for judgement. A post title tells you a topic came up; the comments tell you what people concluded, which vendor they recommended and whether the original poster was talked out of their plan. Comment scraping bills per comment and a busy thread carries hundreds, so pull comments for threads you have already selected rather than for every match. Our own competitive intelligence works this way: search posts widely, then read comments narrowly.",[1140,1159,1161],{"q":1160},"How often should I poll a keyword?",[11,1162,1163],{},"Daily for most brand monitoring, and hourly only if you are watching for an incident. Reddit threads accumulate comments for days, so a post found on day one is usually more informative on day three, and re-reading a known thread costs less than a fresh search on a per-result endpoint. Because the ranked surface shifts, a daily poll on a per-call endpoint across many terms is generally a better use of budget than an hourly poll on a few, and the merge step in this article is what turns those repeated partial views into something complete.",[1165,1166,1169],"tool-cta",{"category":1167,"title":1168},"reddit","Two readings of the same keyword",[11,1170,1171],{},"Search Reddit through a fast per-call endpoint or a rendered per-result actor, and find out how much each one missed.",[11,1173,1174],{},[1175,1176,1177],"em",{},"Last updated September 2026.",[1179,1180,1181],"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 .sBMFI, html code.shiki .sBMFI{--shiki-light:#E2931D;--shiki-default:#FFCB6B;--shiki-dark:#FFCB6B}html pre.shiki code .sMK4o, html code.shiki .sMK4o{--shiki-light:#39ADB5;--shiki-default:#89DDFF;--shiki-dark:#89DDFF}html pre.shiki code .sTEyZ, html code.shiki .sTEyZ{--shiki-light:#90A4AE;--shiki-default:#EEFFFF;--shiki-dark:#BABED8}",{"title":21,"searchDepth":392,"depth":392,"links":1183},[1184,1190,1196,1203,1209,1210,1211,1212],{"id":80,"depth":392,"text":81,"children":1185},[1186,1187,1188,1189],{"id":88,"depth":657,"text":89},{"id":103,"depth":657,"text":104},{"id":113,"depth":657,"text":114},{"id":162,"depth":657,"text":163},{"id":187,"depth":392,"text":188,"children":1191},[1192,1193,1194,1195],{"id":194,"depth":657,"text":195},{"id":215,"depth":657,"text":216},{"id":303,"depth":657,"text":304},{"id":313,"depth":657,"text":314},{"id":330,"depth":392,"text":331,"children":1197},[1198,1199,1200,1201,1202],{"id":337,"depth":657,"text":338},{"id":366,"depth":657,"text":367},{"id":427,"depth":657,"text":428},{"id":524,"depth":657,"text":525},{"id":626,"depth":657,"text":627},{"id":692,"depth":392,"text":693,"children":1204},[1205,1206,1207,1208],{"id":699,"depth":657,"text":700},{"id":838,"depth":657,"text":839},{"id":867,"depth":657,"text":868},{"id":886,"depth":657,"text":887},{"id":924,"depth":392,"text":925},{"id":1065,"depth":392,"text":1066},{"id":1110,"depth":392,"text":1111},{"id":1137,"depth":392,"text":1138},"Social data","\u002Fimg\u002Fblog\u002Freddit-scraper-returns-different-posts.png","The complaint is that a Reddit scraper returns irrelevant posts. We measured it. Results were relevant, and two providers disagreed on six of ten.",false,"md",null,"\u002Fimg\u002Fblog\u002Freddit-scraper-returns-different-posts-card.png",{},true,"\u002Fblog\u002Fguides\u002Freddit-scraper-returns-different-posts","2026-09-08","11 min",{"title":5,"description":1215},"blog\u002Fguides\u002Freddit-scraper-returns-different-posts",[1228,1229,1230,1231,1232],"reddit scraper","reddit api","social listening","apify","tikhub","zddSV9SW6hand3fjPRqhbRKd85CA0as96Z-O0e3o3c0",[1235,1249,1261,1274,1288,1300,1312,1325,1337,1349,1362,1374,1387,1399,1412,1423,1435,1448,1459,1472,1483,1493,1506,1519,1521,1533,1543,1556,1568,1578,1590,1602,1614,1625,1637,1649,1660,1673,1686,1699,1710,1722,1734,1746,1758,1771,1783,1794,1805,1816,1826,1838,1848,1860,1871,1882,1893,1906,1916,1927,1935,1945,1956,1968,1980,1992,2002,2014,2025,2037,2047,2056,2066,2076,2085,2096,2105,2115,2126,2136,2147,2159,2166,2176,2184,2192,2200,2210,2221,2229,2237,2246,2257,2267,2276,2285,2295,2306,2315,2324,2334,2344,2352,2365,2375,2385,2395,2405,2415,2423,2432,2441,2446,2455,2467,2475,2485,2494,2503,2514,2523,2532,2540,2549,2558],{"path":1236,"title":1237,"description":1238,"publishedAt":1239,"author":6,"category":1240,"tags":1241,"readTime":1224,"cover":1247,"listingCover":1248,"image":1218},"\u002Fblog\u002Fguides\u002Fahrefs-vs-kwfinder-link-half","Ahrefs vs KWFinder: The Half of Ahrefs You Can Buy by the Call","These two get compared on keyword research, where no API replaces either. The link index only one of them has is available per call.","2026-09-18","Product",[1242,1243,1244,1245,1246],"ahrefs vs kwfinder","kwfinder vs ahrefs","ahrefs alternative","backlink api","domain rating","\u002Fimg\u002Fblog\u002Fahrefs-vs-kwfinder-link-half.png","\u002Fimg\u002Fblog\u002Fahrefs-vs-kwfinder-link-half-card.png",{"path":1250,"title":1251,"description":1252,"publishedAt":1239,"author":6,"category":1213,"tags":1253,"readTime":1224,"cover":1259,"listingCover":1260,"image":1218},"\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.",[1254,1255,1256,1257,1258],"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":1262,"title":1263,"description":1264,"publishedAt":1239,"author":6,"category":1265,"tags":1266,"readTime":1224,"cover":1272,"listingCover":1273,"image":1218},"\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.","Sales & enrichment",[1267,1268,1269,1270,1271],"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":1275,"title":1276,"description":1277,"publishedAt":1278,"author":6,"category":1279,"tags":1280,"readTime":1224,"cover":1286,"listingCover":1287,"image":1218},"\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",[1281,1282,1283,1284,1285],"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":1289,"title":1290,"description":1291,"publishedAt":1278,"author":6,"category":1265,"tags":1292,"readTime":1224,"cover":1298,"listingCover":1299,"image":1218},"\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.",[1293,1294,1295,1296,1297],"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":1301,"title":1302,"description":1303,"publishedAt":1278,"author":6,"category":1265,"tags":1304,"readTime":1224,"cover":1310,"listingCover":1311,"image":1218},"\u002Fblog\u002Fguides\u002Frocketreach-pricing-per-contact-lookups","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.",[1305,1306,1307,1308,1309],"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":1313,"title":1314,"description":1315,"publishedAt":1316,"author":6,"category":1265,"tags":1317,"readTime":1224,"cover":1323,"listingCover":1324,"image":1218},"\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",[1318,1319,1320,1321,1322],"b2b prospecting tool","b2b leads","b2b sms outreach","prospecting api","lead generation","\u002Fimg\u002Fblog\u002Fb2b-prospecting-tool-api.png","\u002Fimg\u002Fblog\u002Fb2b-prospecting-tool-api-card.png",{"path":1326,"title":1327,"description":1328,"publishedAt":1316,"author":6,"category":1265,"tags":1329,"readTime":1224,"cover":1335,"listingCover":1336,"image":1218},"\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.",[1330,1331,1332,1333,1334],"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":1338,"title":1339,"description":1340,"publishedAt":1316,"author":6,"category":1279,"tags":1341,"readTime":1224,"cover":1347,"listingCover":1348,"image":1218},"\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.",[1342,1343,1344,1345,1346],"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":1350,"title":1351,"description":1352,"publishedAt":1353,"author":6,"category":1279,"tags":1354,"readTime":1224,"cover":1360,"listingCover":1361,"image":1218},"\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",[1355,1356,1357,1358,1359],"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":1363,"title":1364,"description":1365,"publishedAt":1353,"author":6,"category":1265,"tags":1366,"readTime":1224,"cover":1372,"listingCover":1373,"image":1218},"\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.",[1367,1368,1369,1370,1371],"apollo email finder","apollo api","apollo.io api","people match","email enrichment","\u002Fimg\u002Fblog\u002Fapollo-email-finder-api.png","\u002Fimg\u002Fblog\u002Fapollo-email-finder-api-card.png",{"path":1375,"title":1376,"description":1377,"publishedAt":1353,"author":6,"category":1240,"tags":1378,"readTime":1384,"cover":1385,"listingCover":1386,"image":1218},"\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.",[1379,1380,1381,1382,1383],"domain name search availability","domain availability api","whois api","domain lookup","startup domain check","10 min","\u002Fimg\u002Fblog\u002Fdomain-name-availability-api.png","\u002Fimg\u002Fblog\u002Fdomain-name-availability-api-card.png",{"path":1388,"title":1389,"description":1390,"publishedAt":1353,"author":6,"category":1279,"tags":1391,"readTime":1224,"cover":1397,"listingCover":1398,"image":1218},"\u002Fblog\u002Fguides\u002Ffirecrawl-with-claude-mcp-or-one-key","Firecrawl With Claude: MCP Server or One Key for Everything?","Firecrawl mapped 484 URLs for a tenth of a cent, scraped a page to 20,000 characters of markdown, and refused an agent task when maxCredits was too low.",[1392,1393,1394,1395,1396],"firecrawl claude","firecrawl mcp","firecrawl api","web scraping for agents","mcp server","\u002Fimg\u002Fblog\u002Ffirecrawl-with-claude-mcp-or-one-key.png","\u002Fimg\u002Fblog\u002Ffirecrawl-with-claude-mcp-or-one-key-card.png",{"path":1400,"title":1401,"description":1402,"publishedAt":1353,"author":6,"category":1403,"tags":1404,"readTime":1224,"cover":1410,"listingCover":1411,"image":1218},"\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",[1405,1406,1407,1408,1409],"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":1413,"title":1414,"description":1415,"publishedAt":1353,"author":6,"category":1279,"tags":1416,"readTime":1224,"cover":1421,"listingCover":1422,"image":1218},"\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.",[1417,1418,1419,1420,1344],"octen ai","octen","octen search","octen api","\u002Fimg\u002Fblog\u002Focten-ai-search-api.png","\u002Fimg\u002Fblog\u002Focten-ai-search-api-card.png",{"path":1424,"title":1425,"description":1426,"publishedAt":1353,"author":6,"category":1213,"tags":1427,"readTime":1224,"cover":1433,"listingCover":1434,"image":1218},"\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.",[1428,1429,1430,1431,1432],"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":1436,"title":1437,"description":1438,"publishedAt":1439,"author":6,"category":1265,"tags":1440,"readTime":1224,"cover":1446,"listingCover":1447,"image":1218},"\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",[1441,1442,1443,1444,1445],"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":1449,"title":1450,"description":1451,"publishedAt":1439,"author":6,"category":1265,"tags":1452,"readTime":1384,"cover":1457,"listingCover":1458,"image":1218},"\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.",[1453,1454,1455,1456,1441],"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":1460,"title":1461,"description":1462,"publishedAt":1439,"author":6,"category":1213,"tags":1463,"readTime":1469,"cover":1470,"listingCover":1471,"image":1218},"\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.",[1464,1465,1466,1467,1468,1232],"tiktok profile viewer","tiktok account viewer","tiktok account finder","tiktok user search","tiktok api","12 min","\u002Fimg\u002Fblog\u002Ftiktok-user-finder-api.png","\u002Fimg\u002Fblog\u002Ftiktok-user-finder-api-card.png",{"path":1473,"title":1474,"description":1475,"publishedAt":1476,"author":6,"category":1279,"tags":1477,"readTime":1224,"cover":1481,"listingCover":1482,"image":1218},"\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",[1478,1479,124,1480],"web search","ai agents","retrieval","\u002Fimg\u002Fblog\u002Ffree-web-search-api-for-agents.png","\u002Fimg\u002Fblog\u002Ffree-web-search-api-for-agents-card.png",{"path":1484,"title":1485,"description":1486,"publishedAt":1223,"author":6,"category":1240,"tags":1487,"readTime":1224,"cover":1491,"listingCover":1492,"image":1218},"\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.",[1479,1488,1489,1490],"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":1494,"title":1495,"description":1496,"publishedAt":1223,"author":6,"category":1497,"tags":1498,"readTime":1224,"cover":1504,"listingCover":1505,"image":1218},"\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",[1499,1500,1501,1502,1503],"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":1507,"title":1508,"description":1509,"publishedAt":1223,"author":6,"category":1510,"tags":1511,"readTime":1224,"cover":1517,"listingCover":1518,"image":1218},"\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.","Ecommerce",[1512,1513,1514,1515,1516],"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":1222,"title":5,"description":1215,"publishedAt":1223,"author":6,"category":1213,"tags":1520,"readTime":1224,"cover":1214,"listingCover":1219,"image":1218},[1228,1229,1230,1231,1232],{"path":1522,"title":1523,"description":1524,"publishedAt":1223,"author":6,"category":1265,"tags":1525,"readTime":1224,"cover":1531,"listingCover":1532,"image":1218},"\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.",[1526,1527,1528,1529,1530],"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":1534,"title":1535,"description":1536,"publishedAt":1223,"author":6,"category":1213,"tags":1537,"readTime":1384,"cover":1541,"listingCover":1542,"image":1218},"\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.",[1538,1539,1230,1540,1232],"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":1544,"title":1545,"description":1546,"publishedAt":1547,"author":6,"category":1240,"tags":1548,"readTime":1224,"cover":1554,"listingCover":1555,"image":1218},"\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",[1549,1550,1551,1552,1553],"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":1557,"title":1558,"description":1559,"publishedAt":1547,"author":6,"category":1265,"tags":1560,"readTime":1469,"cover":1566,"listingCover":1567,"image":1218},"\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.",[1561,1562,1563,1333,1564,1565],"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":1569,"title":1570,"description":1571,"publishedAt":1547,"author":6,"category":1510,"tags":1572,"readTime":1224,"cover":1576,"listingCover":1577,"image":1218},"\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.",[1573,1574,1516,1514,1575],"competitor price monitoring","price tracking","list price","\u002Fimg\u002Fblog\u002Fmonitor-competitor-prices-automatically.png","\u002Fimg\u002Fblog\u002Fmonitor-competitor-prices-automatically-card.png",{"path":1579,"title":1580,"description":1581,"publishedAt":1547,"author":6,"category":1240,"tags":1582,"readTime":1469,"cover":1588,"listingCover":1589,"image":1218},"\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.",[1583,1584,1585,1586,1530,1587],"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":1591,"title":1592,"description":1593,"publishedAt":1547,"author":6,"category":1240,"tags":1594,"readTime":1224,"cover":1600,"listingCover":1601,"image":1218},"\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.",[1595,1596,1597,1598,1599],"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":1603,"title":1604,"description":1605,"publishedAt":1606,"author":6,"category":1213,"tags":1607,"readTime":1224,"cover":1612,"listingCover":1613,"image":1218},"\u002Fblog\u002Fguides\u002Fare-instagram-engagement-trackers-accurate","Are Instagram Follower and Engagement Trackers Accurate?","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",[1608,1609,1610,1432,1611],"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":1615,"title":1616,"description":1617,"publishedAt":1606,"author":6,"category":1265,"tags":1618,"readTime":1224,"cover":1623,"listingCover":1624,"image":1218},"\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.",[1619,1620,1445,1621,1622],"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":1626,"title":1627,"description":1628,"publishedAt":1606,"author":6,"category":1240,"tags":1629,"readTime":1469,"cover":1635,"listingCover":1636,"image":1218},"\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.",[1630,1631,1632,1633,1634],"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":1638,"title":1639,"description":1640,"publishedAt":1606,"author":6,"category":1265,"tags":1641,"readTime":1224,"cover":1647,"listingCover":1648,"image":1218},"\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.",[1642,1643,1644,1645,1646],"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":325,"title":1650,"description":1651,"publishedAt":1606,"author":6,"category":1240,"tags":1652,"readTime":1469,"cover":1658,"listingCover":1659,"image":1218},"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.",[1653,1654,1655,1656,1657],"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":1661,"title":1662,"description":1663,"publishedAt":1664,"author":6,"category":1240,"tags":1665,"readTime":1469,"cover":1671,"listingCover":1672,"image":1218},"\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",[1666,1667,1668,1669,1670],"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":1674,"title":1675,"description":1676,"publishedAt":1664,"author":6,"category":1279,"tags":1677,"readTime":1469,"cover":1684,"listingCover":1685,"image":1218},"\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.",[1678,1679,1680,1681,1682,1683],"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":1687,"title":1688,"description":1689,"publishedAt":1664,"author":6,"category":1690,"tags":1691,"readTime":1469,"cover":1697,"listingCover":1698,"image":1218},"\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",[1692,1693,1694,1695,1696],"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":1700,"title":1701,"description":1702,"publishedAt":1664,"author":6,"category":1240,"tags":1703,"readTime":1224,"cover":1708,"listingCover":1709,"image":1218},"\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.",[1704,1705,1706,1552,1707],"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":1711,"title":1712,"description":1713,"publishedAt":1714,"author":6,"category":1510,"tags":1715,"readTime":1224,"cover":1720,"listingCover":1721,"image":1218},"\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",[1716,1717,1514,1718,1719],"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":1723,"title":1724,"description":1725,"publishedAt":1714,"author":6,"category":1240,"tags":1726,"readTime":1469,"cover":1732,"listingCover":1733,"image":1218},"\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.",[1727,1728,1729,1730,1731],"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":1735,"title":1736,"description":1737,"publishedAt":1714,"author":6,"category":1265,"tags":1738,"readTime":1224,"cover":1744,"listingCover":1745,"image":1218},"\u002Fblog\u002Fguides\u002Fextracting-leadership-contact-information","Extracting Leadership Contact Information Without Paying to Look","Hunter's multi-domain search returned 404,695 matching executives for free, names masked and titles visible. You pay only for the addresses you choose.",[1739,1740,1741,1742,1743],"leadership contact information","executive contact data","decision maker search","hunter io","b2b prospecting","\u002Fimg\u002Fblog\u002Fextracting-leadership-contact-information.png","\u002Fimg\u002Fblog\u002Fextracting-leadership-contact-information-card.png",{"path":1747,"title":1748,"description":1749,"publishedAt":1714,"author":6,"category":1240,"tags":1750,"readTime":1469,"cover":1756,"listingCover":1757,"image":1218},"\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.",[1751,1752,1753,1754,1755],"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":1759,"title":1760,"description":1761,"publishedAt":1762,"author":6,"category":1279,"tags":1763,"readTime":1384,"cover":1769,"listingCover":1770,"image":1218},"\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",[1764,1765,1766,1767,1768],"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":1772,"title":1773,"description":1774,"publishedAt":1762,"author":6,"category":1265,"tags":1775,"readTime":1224,"cover":1781,"listingCover":1782,"image":1218},"\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.",[1776,1777,1778,1779,1780],"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":1784,"title":1785,"description":1786,"publishedAt":1762,"author":6,"category":1279,"tags":1787,"readTime":1224,"cover":1792,"listingCover":1793,"image":1218},"\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.",[1788,1789,1790,1791,1479],"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":1795,"title":1796,"description":1797,"publishedAt":1762,"author":6,"category":1279,"tags":1798,"readTime":1224,"cover":1803,"listingCover":1804,"image":1218},"\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.",[1799,1800,1801,1767,1802],"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":1806,"title":1807,"description":1808,"publishedAt":1762,"author":6,"category":1690,"tags":1809,"readTime":1224,"cover":1814,"listingCover":1815,"image":1218},"\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.",[1810,1811,1694,1812,1813],"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":1817,"title":1818,"description":1819,"publishedAt":1820,"author":6,"category":1497,"tags":1821,"readTime":1224,"cover":1824,"listingCover":1825,"image":1218},"\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",[1502,1822,1823,1479],"ad agents","competitor intelligence","\u002Fimg\u002Fblog\u002Fad-agent-auction-outside-the-account.png","\u002Fimg\u002Fblog\u002Fad-agent-auction-outside-the-account-card.png",{"path":1827,"title":1828,"description":1829,"publishedAt":1820,"author":6,"category":1279,"tags":1830,"readTime":1224,"cover":1836,"listingCover":1837,"image":1218},"\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.",[1831,1832,1833,1834,1835],"bing serp tracker","bing rank tracking","serp api","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":1839,"title":1840,"description":1841,"publishedAt":1820,"author":6,"category":1240,"tags":1842,"readTime":1224,"cover":1846,"listingCover":1847,"image":1218},"\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.",[1755,1843,1844,1845,1479],"antidetect browser","nodriver","no api","\u002Fimg\u002Fblog\u002Fbrowser-automation-without-an-api.png","\u002Fimg\u002Fblog\u002Fbrowser-automation-without-an-api-card.png",{"path":1849,"title":1850,"description":1851,"publishedAt":1820,"author":6,"category":1265,"tags":1852,"readTime":1224,"cover":1858,"listingCover":1859,"image":1218},"\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.",[1853,1854,1855,1856,1857],"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":1861,"title":1862,"description":1863,"publishedAt":1820,"author":6,"category":1265,"tags":1864,"readTime":1224,"cover":1869,"listingCover":1870,"image":1218},"\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.",[1865,1866,1867,1868],"lead enrichment","forms","progressive profiling","workflow automation","\u002Fimg\u002Fblog\u002Fmid-form-enrichment-fewer-questions.png","\u002Fimg\u002Fblog\u002Fmid-form-enrichment-fewer-questions-card.png",{"path":1872,"title":1873,"description":1874,"publishedAt":1820,"author":6,"category":1279,"tags":1875,"readTime":1384,"cover":1880,"listingCover":1881,"image":1218},"\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.",[1876,1877,1878,1879,1767],"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":1883,"title":1884,"description":1885,"publishedAt":1820,"author":6,"category":1279,"tags":1886,"readTime":1224,"cover":1891,"listingCover":1892,"image":1218},"\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.",[1887,1888,1889,1835,1890],"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":1894,"title":1895,"description":1896,"publishedAt":1897,"author":6,"category":1279,"tags":1898,"readTime":1469,"cover":1904,"listingCover":1905,"image":1218},"\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",[1899,1900,1901,1902,1903,124],"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":1907,"title":1908,"description":1909,"publishedAt":1897,"author":6,"category":1279,"tags":1910,"readTime":1224,"cover":1914,"listingCover":1915,"image":1218},"\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.",[1911,1833,1835,1912,1913],"google search url parameters","udm","search operators","\u002Fimg\u002Fblog\u002Fgoogle-search-url-parameters.png","\u002Fimg\u002Fblog\u002Fgoogle-search-url-parameters-card.png",{"path":1917,"title":1918,"description":1919,"publishedAt":1897,"author":6,"category":1213,"tags":1920,"readTime":1469,"cover":1925,"listingCover":1926,"image":1218},"\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.",[1921,1922,1923,1611,1924,1232],"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":1928,"title":1929,"description":1930,"publishedAt":1897,"author":6,"category":1213,"tags":1931,"readTime":1224,"cover":1933,"listingCover":1934,"image":1218},"\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.",[1932,1468,1432,1232,1231],"tiktok scraper","\u002Fimg\u002Fblog\u002Ftiktok-scraper-which-endpoint.png","\u002Fimg\u002Fblog\u002Ftiktok-scraper-which-endpoint-card.png",{"path":1936,"title":1937,"description":1938,"publishedAt":1897,"author":6,"category":1279,"tags":1939,"readTime":1224,"cover":1943,"listingCover":1944,"image":1218},"\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.",[1940,1941,1790,1942,1791],"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":1946,"title":1947,"description":1948,"publishedAt":1949,"author":6,"category":1240,"tags":1950,"readTime":1224,"cover":1954,"listingCover":1955,"image":1218},"\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",[1951,1396,1479,1952,1953],"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":1957,"title":1958,"description":1959,"publishedAt":1949,"author":6,"category":1265,"tags":1960,"readTime":1224,"cover":1966,"listingCover":1967,"image":1218},"\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.",[1961,1962,1963,1964,1965],"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":1969,"title":1970,"description":1971,"publishedAt":1949,"author":6,"category":1403,"tags":1972,"readTime":1384,"cover":1978,"listingCover":1979,"image":1218},"\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.",[1973,1974,1975,1976,1977],"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":1981,"title":1982,"description":1983,"publishedAt":1949,"author":6,"category":1279,"tags":1984,"readTime":1224,"cover":1990,"listingCover":1991,"image":1218},"\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.",[1985,1986,1987,1988,1989],"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":1993,"title":1994,"description":1995,"publishedAt":1949,"author":6,"category":1403,"tags":1996,"readTime":1224,"cover":2000,"listingCover":2001,"image":1218},"\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.",[1997,1998,1999,1479],"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":2003,"title":2004,"description":2005,"publishedAt":2006,"author":6,"category":1265,"tags":2007,"readTime":1224,"cover":2012,"listingCover":2013,"image":1218},"\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",[2008,2009,1297,2010,2011],"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":2015,"title":2016,"description":2017,"publishedAt":2006,"author":6,"category":1279,"tags":2018,"readTime":1224,"cover":2023,"listingCover":2024,"image":1218},"\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.",[2019,2020,124,2021,2022],"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":2026,"title":2027,"description":2028,"publishedAt":2006,"author":6,"category":1279,"tags":2029,"readTime":1469,"cover":2035,"listingCover":2036,"image":1218},"\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.",[2030,2031,2032,2033,2034],"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":2038,"title":2039,"description":2040,"publishedAt":2006,"author":6,"category":1279,"tags":2041,"readTime":1224,"cover":2045,"listingCover":2046,"image":1218},"\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.",[2042,2043,124,2044,1478],"news scraping","news api","media monitoring","\u002Fimg\u002Fblog\u002Fweb-scraping-news-articles.png","\u002Fimg\u002Fblog\u002Fweb-scraping-news-articles-card.png",{"path":2048,"title":2049,"description":2050,"publishedAt":2006,"author":6,"category":1213,"tags":2051,"readTime":1224,"cover":2054,"listingCover":2055,"image":1218},"\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.",[2052,2053,1432,1231,1232],"youtube scraper","youtube data api","\u002Fimg\u002Fblog\u002Fyoutube-scraper-past-the-quota.png","\u002Fimg\u002Fblog\u002Fyoutube-scraper-past-the-quota-card.png",{"path":2057,"title":2058,"description":2059,"publishedAt":2060,"author":6,"category":1240,"tags":2061,"readTime":1469,"cover":2064,"listingCover":2065,"image":1218},"\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",[2062,1755,1479,1768,2063],"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":2067,"title":2068,"description":2069,"publishedAt":2060,"author":6,"category":1279,"tags":2070,"readTime":1469,"cover":2074,"listingCover":2075,"image":1218},"\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.",[2071,2072,1730,1479,2073],"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":2077,"title":2078,"description":2079,"publishedAt":2060,"author":6,"category":1279,"tags":2080,"readTime":1469,"cover":2083,"listingCover":2084,"image":1218},"\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.",[642,1730,2081,2082,1479],"beautifulsoup","selenium","\u002Fimg\u002Fblog\u002Fpython-web-scraping-without-a-scraper.png","\u002Fimg\u002Fblog\u002Fpython-web-scraping-without-a-scraper-card.png",{"path":2086,"title":2087,"description":2088,"publishedAt":2060,"author":6,"category":1279,"tags":2089,"readTime":2093,"cover":2094,"listingCover":2095,"image":1218},"\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.",[2090,2091,2092,1833,1478,124],"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":2097,"title":2098,"description":2099,"publishedAt":2060,"author":6,"category":1279,"tags":2100,"readTime":1469,"cover":2103,"listingCover":2104,"image":1218},"\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.",[2101,2102,1791,1479,1231],"web scraping tools","no code scraper","\u002Fimg\u002Fblog\u002Fweb-scraping-tools-which-kind.png","\u002Fimg\u002Fblog\u002Fweb-scraping-tools-which-kind-card.png",{"path":2106,"title":2107,"description":2108,"publishedAt":2109,"author":6,"category":1510,"tags":2110,"readTime":1469,"cover":2113,"listingCover":2114,"image":1218},"\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",[2111,1479,1514,2112],"agentic commerce","autonomous business","\u002Fimg\u002Fblog\u002Fautonomous-store-agent-outside-data.png","\u002Fimg\u002Fblog\u002Fautonomous-store-agent-outside-data-card.png",{"path":2116,"title":2117,"description":2118,"publishedAt":2109,"author":6,"category":1279,"tags":2119,"readTime":1469,"cover":2124,"listingCover":2125,"image":1218},"\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.",[2120,2121,2122,124,2123],"search","web","api","agents","\u002Fimg\u002Fblog\u002Fbing-search-api-retired-alternatives.png","\u002Fimg\u002Fblog\u002Fbing-search-api-retired-alternatives-card.png",{"path":2127,"title":2128,"description":2129,"publishedAt":2109,"author":6,"category":1279,"tags":2130,"readTime":1224,"cover":2134,"listingCover":2135,"image":1218},"\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.",[124,2131,2132,2133,2021],"embeddings","pdf","ocr","\u002Fimg\u002Fblog\u002Fingest-mixed-documents-llm-embedding.png","\u002Fimg\u002Fblog\u002Fingest-mixed-documents-llm-embedding-card.png",{"path":2137,"title":2138,"description":2139,"publishedAt":2109,"author":6,"category":1213,"tags":2140,"readTime":1469,"cover":2145,"listingCover":2146,"image":1218},"\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.",[2141,2142,2122,2143,2144],"instagram","social","creators","engagement","\u002Fimg\u002Fblog\u002Finstagram-follower-engagement-api.png","\u002Fimg\u002Fblog\u002Finstagram-follower-engagement-api-card.png",{"path":2148,"title":2149,"description":2150,"publishedAt":2109,"author":6,"category":1240,"tags":2151,"readTime":1469,"cover":2157,"listingCover":2158,"image":1218},"\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.",[2152,2153,2154,2155,2156],"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":2160,"title":2161,"description":2162,"publishedAt":2109,"author":6,"category":1240,"tags":2163,"readTime":1469,"cover":2164,"listingCover":2165,"image":1218},"\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.",[2154,2122,2155,1479,1953],"\u002Fimg\u002Fblog\u002Fmcp-vs-api-for-ai-agents.png","\u002Fimg\u002Fblog\u002Fmcp-vs-api-for-ai-agents-card.png",{"path":2167,"title":2168,"description":2169,"publishedAt":2109,"author":6,"category":1240,"tags":2170,"readTime":1224,"cover":2174,"listingCover":2175,"image":1218},"\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.",[2171,2172,2173,1802,2123],"n8n","automation","enrichment","\u002Fimg\u002Fblog\u002Fn8n-data-layer-scraping-enrichment.png","\u002Fimg\u002Fblog\u002Fn8n-data-layer-scraping-enrichment-card.png",{"path":2177,"title":2178,"description":2179,"publishedAt":2109,"author":6,"category":1240,"tags":2180,"readTime":1469,"cover":2182,"listingCover":2183,"image":1218},"\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.",[2181,2152,2155,2154,2156],"openrouter","\u002Fimg\u002Fblog\u002Fopenrouter-alternatives-after-stripe.png","\u002Fimg\u002Fblog\u002Fopenrouter-alternatives-after-stripe-card.png",{"path":2185,"title":2186,"description":2187,"publishedAt":2109,"author":6,"category":1240,"tags":2188,"readTime":1469,"cover":2190,"listingCover":2191,"image":1218},"\u002Fblog\u002Fguides\u002Fopenrouter-mcp-server-tool-layer","Is OpenRouter an MCP Server? What It Actually Exposes","Yes, OpenRouter has an MCP server, and it exposes OpenRouter. Here is what it does, what it does not, and how to give the same agent real tools.",[2181,2154,2155,2189,1953],"claude code","\u002Fimg\u002Fblog\u002Fopenrouter-mcp-server-tool-layer.png","\u002Fimg\u002Fblog\u002Fopenrouter-mcp-server-tool-layer-card.png",{"path":834,"title":2193,"description":2194,"publishedAt":2109,"author":6,"category":1265,"tags":2195,"readTime":1469,"cover":2198,"listingCover":2199,"image":1218},"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.",[2196,2197,1501,1479],"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":2201,"title":2202,"description":2203,"publishedAt":2109,"author":6,"category":1265,"tags":2204,"readTime":1469,"cover":2208,"listingCover":2209,"image":1218},"\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.",[2205,2173,2122,2206,2207],"linkedin","sales","leads","\u002Fimg\u002Fblog\u002Fproxycurl-shutdown-linkedin-data-alternatives.png","\u002Fimg\u002Fblog\u002Fproxycurl-shutdown-linkedin-data-alternatives-card.png",{"path":2211,"title":2212,"description":2213,"publishedAt":2109,"author":6,"category":1213,"tags":2214,"readTime":1469,"cover":2219,"listingCover":2220,"image":1218},"\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.",[2215,2216,2217,2218],"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":2222,"title":2223,"description":2224,"publishedAt":2109,"author":6,"category":1213,"tags":2225,"readTime":1469,"cover":2227,"listingCover":2228,"image":1218},"\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.",[1932,2226,2217,2216],"content audit","\u002Fimg\u002Fblog\u002Ftiktok-scraper-catalogue-audit.png","\u002Fimg\u002Fblog\u002Ftiktok-scraper-catalogue-audit-card.png",{"path":2230,"title":2231,"description":2232,"publishedAt":2109,"author":6,"category":1240,"tags":2233,"readTime":2093,"cover":2235,"listingCover":2236,"image":1218},"\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.",[2154,2234,2155,1479,2156],"mcp gateway","\u002Fimg\u002Fblog\u002Fwhat-is-an-mcp-gateway.png","\u002Fimg\u002Fblog\u002Fwhat-is-an-mcp-gateway-card.png",{"path":2238,"title":2239,"description":2240,"publishedAt":2109,"author":6,"category":1213,"tags":2241,"readTime":1469,"cover":2244,"listingCover":2245,"image":1218},"\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.",[2242,2243,1778,1322],"twitter scraper","x api","\u002Fimg\u002Fblog\u002Fx-intent-search-social-selling.png","\u002Fimg\u002Fblog\u002Fx-intent-search-social-selling-card.png",{"path":2247,"title":2248,"description":2249,"publishedAt":2250,"author":6,"category":1279,"tags":2251,"readTime":1224,"cover":2255,"listingCover":2256,"image":1218},"\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",[2252,1730,2253,2254],"apify alternatives","actors","pay per call","\u002Fimg\u002Fblog\u002Fapify-alternatives.png","\u002Fimg\u002Fblog\u002Fapify-alternatives-card.png",{"path":2258,"title":2259,"description":2260,"publishedAt":2250,"author":6,"category":1510,"tags":2261,"readTime":1224,"cover":2265,"listingCover":2266,"image":1218},"\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.",[2262,2263,2264,1479],"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":2268,"title":2269,"description":2270,"publishedAt":2250,"author":6,"category":1265,"tags":2271,"readTime":1224,"cover":2274,"listingCover":2275,"image":1218},"\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.",[1371,2011,2272,2273],"zoominfo alternatives","lead data","\u002Fimg\u002Fblog\u002Fenrich-a-list-from-email-addresses.png","\u002Fimg\u002Fblog\u002Fenrich-a-list-from-email-addresses-card.png",{"path":2277,"title":2278,"description":2279,"publishedAt":2250,"author":6,"category":1279,"tags":2280,"readTime":1224,"cover":2283,"listingCover":2284,"image":1218},"\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.",[124,1767,2281,2282],"chunking","llm context","\u002Fimg\u002Fblog\u002Ffree-api-extract-page-content-rag.png","\u002Fimg\u002Fblog\u002Ffree-api-extract-page-content-rag-card.png",{"path":2286,"title":2287,"description":2288,"publishedAt":2250,"author":6,"category":1690,"tags":2289,"readTime":1224,"cover":2293,"listingCover":2294,"image":1218},"\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.",[2290,2291,1231,2292],"google maps scraper","local leads","lead list","\u002Fimg\u002Fblog\u002Fgoogle-maps-scraper-alternatives.png","\u002Fimg\u002Fblog\u002Fgoogle-maps-scraper-alternatives-card.png",{"path":2296,"title":2297,"description":2298,"publishedAt":2250,"author":6,"category":1497,"tags":2299,"readTime":1224,"cover":2304,"listingCover":2305,"image":1218},"\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.",[2300,2301,2302,2303],"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":2307,"title":2308,"description":2309,"publishedAt":2310,"author":6,"category":1240,"tags":2311,"readTime":1224,"cover":2313,"listingCover":2314,"image":1218},"\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",[1479,2312,2155,2154],"model gateway","\u002Fimg\u002Fblog\u002Fai-agent-needs-two-integrations.png","\u002Fimg\u002Fblog\u002Fai-agent-needs-two-integrations-card.png",{"path":2316,"title":2317,"description":2318,"publishedAt":2310,"author":6,"category":1240,"tags":2319,"readTime":1224,"cover":2322,"listingCover":2323,"image":1218},"\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.",[2320,1479,2154,2321],"api marketplace","tool use","\u002Fimg\u002Fblog\u002Fapi-marketplace-for-ai-agents.png","\u002Fimg\u002Fblog\u002Fapi-marketplace-for-ai-agents-card.png",{"path":2325,"title":2326,"description":2327,"publishedAt":2310,"author":6,"category":1265,"tags":2328,"readTime":1224,"cover":2332,"listingCover":2333,"image":1218},"\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.",[2329,2330,2331,1334],"business entity search","company registry","sec edgar","\u002Fimg\u002Fblog\u002Fbusiness-entity-search-api.png","\u002Fimg\u002Fblog\u002Fbusiness-entity-search-api-card.png",{"path":2335,"title":2336,"description":2337,"publishedAt":2310,"author":6,"category":1279,"tags":2338,"readTime":1224,"cover":2342,"listingCover":2343,"image":1218},"\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.",[1730,2339,2340,2341],"cloudflare","proxies","blocked","\u002Fimg\u002Fblog\u002Fscraper-blocked-what-gets-through.png","\u002Fimg\u002Fblog\u002Fscraper-blocked-what-gets-through-card.png",{"path":2345,"title":2346,"description":2347,"publishedAt":2310,"author":6,"category":1279,"tags":2348,"readTime":1224,"cover":2350,"listingCover":2351,"image":1218},"\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.",[2349,1479,2154,2172],"web scraping api","\u002Fimg\u002Fblog\u002Fweb-scraping-api-for-ai-agents.png","\u002Fimg\u002Fblog\u002Fweb-scraping-api-for-ai-agents-card.png",{"path":2353,"title":2354,"description":2355,"publishedAt":2356,"author":6,"category":1265,"tags":2357,"readTime":1469,"cover":2363,"listingCover":2364,"image":1218},"\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",[2358,2359,2360,2361,2362],"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":2366,"title":2367,"description":2368,"publishedAt":2356,"author":6,"category":1279,"tags":2369,"readTime":1224,"cover":2373,"listingCover":2374,"image":1218},"\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.",[2370,2371,2044,2372],"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":2376,"title":2377,"description":2378,"publishedAt":2356,"author":6,"category":1265,"tags":2379,"readTime":1469,"cover":2383,"listingCover":2384,"image":1218},"\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.",[2380,2381,1331,1563,2382,1297],"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":2386,"title":2387,"description":2388,"publishedAt":2356,"author":6,"category":1265,"tags":2389,"readTime":1469,"cover":2393,"listingCover":2394,"image":1218},"\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.",[2390,2391,1856,1857,2392,1965],"jooble api","jooble","jobs data","\u002Fimg\u002Fblog\u002Fjob-postings-api-hiring-signals.png","\u002Fimg\u002Fblog\u002Fjob-postings-api-hiring-signals-card.png",{"path":2396,"title":2397,"description":2398,"publishedAt":2356,"author":6,"category":1265,"tags":2399,"readTime":1224,"cover":2403,"listingCover":2404,"image":1218},"\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.",[2400,2401,2402,1965],"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":2406,"title":2407,"description":2408,"publishedAt":2409,"author":6,"category":1213,"tags":2410,"readTime":1224,"cover":2413,"listingCover":2414,"image":1218},"\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",[2411,1432,2412,2141],"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":2416,"title":2417,"description":2418,"publishedAt":2409,"author":6,"category":1279,"tags":2419,"readTime":1224,"cover":2421,"listingCover":2422,"image":1218},"\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.",[1396,1479,1952,2420],"model context protocol","\u002Fimg\u002Fblog\u002Fmcp-server-live-web-data-agents.png","\u002Fimg\u002Fblog\u002Fmcp-server-live-web-data-agents-card.png",{"path":2424,"title":2425,"description":2426,"publishedAt":2409,"author":6,"category":1240,"tags":2427,"readTime":1384,"cover":2430,"listingCover":2431,"image":1218},"\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.",[2254,2428,2320,2429],"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":2433,"title":2434,"description":2435,"publishedAt":2409,"author":6,"category":1265,"tags":2436,"readTime":1469,"cover":2439,"listingCover":2440,"image":1218},"\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.",[2437,2272,2011,2438,2008],"zoominfo competitors","apollo alternatives","\u002Fimg\u002Fblog\u002Fpeople-data-labs-apollo-zoominfo-alternatives.png","\u002Fimg\u002Fblog\u002Fpeople-data-labs-apollo-zoominfo-alternatives-card.png",{"path":688,"title":689,"description":2442,"publishedAt":2409,"author":6,"category":1213,"tags":2443,"readTime":1384,"cover":2444,"listingCover":2445,"image":1218},"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.",[1229,1228,1230,2252],"\u002Fimg\u002Fblog\u002Freddit-scraping-api-alternatives.png","\u002Fimg\u002Fblog\u002Freddit-scraping-api-alternatives-card.png",{"path":1090,"title":2447,"description":2448,"publishedAt":2449,"author":6,"category":1265,"tags":2450,"readTime":1224,"cover":2453,"listingCover":2454,"image":1218},"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",[2451,2205,2206,2452],"linkedin scraper api","data","\u002Fimg\u002Fblog\u002Fbest-linkedin-scraper-api-2026.png","\u002Fimg\u002Fblog\u002Fbest-linkedin-scraper-api-2026-card.png",{"path":2456,"title":2457,"description":2458,"publishedAt":2459,"author":6,"category":1265,"tags":2460,"readTime":1224,"cover":2465,"listingCover":2466,"image":1218},"\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",[2461,2462,2463,2464],"apollo scraper","apollo.io","lead-generation","b2b-data","\u002Fimg\u002Fblog\u002Fapollo-scraper.png","\u002Fimg\u002Fblog\u002Fapollo-scraper-card.png",{"path":183,"title":2468,"description":2469,"publishedAt":2459,"author":6,"category":1213,"tags":2470,"readTime":1469,"cover":2473,"listingCover":2474,"image":1218},"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.",[1229,1228,2471,2472,2142],"reddit data api","web-scraping","\u002Fimg\u002Fblog\u002Freddit-scraper.png","\u002Fimg\u002Fblog\u002Freddit-scraper-card.png",{"path":2476,"title":2477,"description":2478,"publishedAt":2459,"author":6,"category":1265,"tags":2479,"readTime":1384,"cover":2483,"listingCover":2484,"image":1218},"\u002Fblog\u002Fguides\u002Ftechnographic-data-api","Technographic Data API: Detect Any Website's Tech Stack in One Call","Skip the enterprise technographic platform for one domain. Detect a site's CMS, framework, analytics, CDN and payments by metered API call.",[2480,2481,2482,2464],"technographic data api","tech stack","company-enrichment","\u002Fimg\u002Fblog\u002Ftechnographic-data-api.png","\u002Fimg\u002Fblog\u002Ftechnographic-data-api-card.png",{"path":2486,"title":2487,"description":2488,"publishedAt":2489,"author":6,"category":1213,"tags":2490,"readTime":1224,"cover":2492,"listingCover":2493,"image":1218},"\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",[2491,2141,2472,2123],"apify instagram scraper","\u002Fimg\u002Fblog\u002Fapify-instagram-scraper.png","\u002Fimg\u002Fblog\u002Fapify-instagram-scraper-card.png",{"path":2495,"title":2496,"description":2497,"publishedAt":2498,"author":6,"category":1265,"tags":2499,"readTime":1469,"cover":2501,"listingCover":2502,"image":1218},"\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",[2500,2205,2206,2452],"linkedin outreach","\u002Fimg\u002Fblog\u002Fbest-linkedin-outreach-tools-2026.png","\u002Fimg\u002Fblog\u002Fbest-linkedin-outreach-tools-2026-card.png",{"path":2504,"title":2505,"description":2506,"publishedAt":2507,"author":6,"category":1510,"tags":2508,"readTime":2511,"cover":2512,"listingCover":2513,"image":1218},"\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",[2509,2510,2452,2264],"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":2515,"title":2516,"description":2517,"publishedAt":2518,"author":6,"category":1510,"tags":2519,"readTime":2093,"cover":2521,"listingCover":2522,"image":1218},"\u002Fblog\u002Fguides\u002Fbest-amazon-reviews-api-2026","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",[2520,2452,2123,2264],"amazon reviews api","\u002Fimg\u002Fblog\u002Fbest-amazon-reviews-api-2026.png","\u002Fimg\u002Fblog\u002Fbest-amazon-reviews-api-2026-card.png",{"path":2524,"title":2525,"description":2526,"publishedAt":2518,"author":6,"category":1265,"tags":2527,"readTime":1469,"cover":2530,"listingCover":2531,"image":1218},"\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.",[2528,2452,2123,2529],"email verification api","email","\u002Fimg\u002Fblog\u002Fbest-email-verification-api-2026.png","\u002Fimg\u002Fblog\u002Fbest-email-verification-api-2026-card.png",{"path":2533,"title":2534,"description":21,"publishedAt":2535,"author":1218,"category":1240,"tags":2536,"readTime":1218,"cover":2539,"listingCover":1218,"image":1218},"\u002Fblog\u002Fakta-pro-is-now-available-on-monid","Akta Pro Is Now Available On Monid","2026-07-07",[2123,2537,2538,2452],"partner-tools","private-markets","\u002Fimg\u002Fblog\u002Fakta-pro-is-now-available-on-monid-v2.png",{"path":2541,"title":2542,"description":2543,"publishedAt":2544,"author":1218,"category":1240,"tags":2545,"readTime":1218,"cover":2548,"listingCover":1218,"image":1218},"\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",[2123,2537,2546,2547],"voice","phone","\u002Fimg\u002Fblog\u002Fyour-claude-code-can-now-make-phone-calls.png",{"path":2550,"title":2551,"description":2552,"publishedAt":2553,"author":1218,"category":1240,"tags":2554,"readTime":1218,"cover":2557,"listingCover":1218,"image":1218},"\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",[2555,2123,2556],"3d","creative-tools","\u002Fimg\u002Fblog\u002Fintroducing-suzanne-chatgpt-for-3d-models.png",{"path":2559,"title":2560,"description":2561,"publishedAt":2562,"author":1218,"category":1240,"tags":2563,"readTime":1218,"cover":2566,"listingCover":1218,"image":1218},"\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",[2123,2556,2564,2565],"image-generation","music-generation","\u002Fimg\u002Fblog\u002Fminimax-is-now-available-on-monid.png",1789774987479]