[{"data":1,"prerenderedAt":1708},["ShallowReactive",2],{"blog-guide-\u002Fblog\u002Fguides\u002Ftiktok-scraper-catalogue-audit":3,"blog-guide-related-\u002Fblog\u002Fguides\u002Ftiktok-scraper-catalogue-audit":737},{"id":4,"title":5,"author":6,"body":7,"category":717,"cover":718,"description":719,"draft":720,"extension":721,"image":722,"launchCta":722,"listingCover":723,"meta":724,"navigation":725,"ogImage":722,"path":726,"publishedAt":727,"readTime":728,"seo":729,"stem":730,"tags":731,"toolCategory":569,"updatedAt":727,"__hash__":736},"blogGuides\u002Fblog\u002Fguides\u002Ftiktok-scraper-catalogue-audit.md","Oumomo Remakes the Winner. A TikTok Scraper Tells You Which.","Jasper Li",{"type":8,"value":9,"toc":702},"minimark",[10,14,25,28,31,36,39,42,45,48,55,59,72,160,166,189,194,203,228,237,241,296,304,308,311,368,382,393,397,431,439,443,450,453,464,470,476,482,488,491,518,522,526,529,535,541,552,558,566,574,578,581,591,602,605,609,615,621,627,637,640,644,647,650,654,667,673,683,692,698],[11,12,13],"p",{},"There is a version of the content question that sounds practical and is a trap: which tool best enhances this old clip. Upscalers are real and they work, and picking one is a decision you can make in an afternoon. It is also the second question. The first one is which clip deserves the afternoon, and no amount of resolution answers it.",[11,15,16,24],{},[17,18,23],"a",{"href":19,"rel":20},"https:\u002F\u002Fwww.oumomo.ai",[21,22],"noopener","noreferrer","Oumomo"," frames this correctly in its own workflow: audit the asset library, enhance only the clips worth preserving, then decide what the library does not cover. Three sensible steps, and the audit is the one nobody actually does, because doing it means putting every video you have published into one table, and nothing on the platform gives you that table.",[11,26,27],{},"One call does. This article runs that call on a real TikTok Shop account, shows what fell out, and hands the result to the tool that makes the next video.",[11,29,30],{},"Fair disclosure. You are on the Monid blog, Monid is the data layer used below, and Oumomo is a content partner. Oumomo is not in the Monid catalogue. The section near the end names where this whole approach is the wrong one.",[32,33,35],"h2",{"id":34},"should-you-enhance-the-old-clip-or-make-a-new-one","Should you enhance the old clip or make a new one?",[11,37,38],{},"The rule Oumomo states is the right one: enhance when the story and the product proof are already strong and only the technical quality is weak, generate new when you need a different hook, audience or setting.",[11,40,41],{},"The rule is sound and it is unusable as written, because \"the story is already strong\" is not a property of the file. You cannot watch a clip and know it. The clip that felt strongest in review is routinely the one that did nothing, and the throwaway you nearly deleted is the one that ran.",[11,43,44],{},"Somebody on r\u002FInstagramMarketing posted a bot that scrapes and reposts content every hour, automatically. Twenty eight comments about scheduling, none about selection. That is the shape of the problem: the volume half is fully automated and the choosing half is still a feeling.",[11,46,47],{},"Strength is a fact about what happened when the video ran, and that fact is sitting in public on your own profile page, one video at a time, in a layout designed to stop you comparing them.",[11,49,50],{},[51,52],"img",{"alt":53,"src":54},"Fourteen videos go in as a list, one call turns them into a table, and the table is what the enhance or replace decision is actually made from.","\u002Fimg\u002Fblog\u002Ftiktok-scraper-catalogue-audit-fig-audit.png",[32,56,58],{"id":57},"what-is-clockworkstiktok-scraper-and-which-one-should-you-use","What is clockworks\u002Ftiktok-scraper, and which one should you use?",[11,60,61,62,66,67,71],{},"Start with the honest answer, because this is the term people search and the answer has a catch. ",[63,64,65],"code",{},"clockworks\u002Ftiktok-scraper"," is a well known Apify actor. It is not the one in the Monid catalogue. What is reachable through ",[17,68,70],{"href":69},"\u002Ftools\u002Fapify","Apify on Monid"," is a related set, and for this job one of them is clearly right:",[73,74,75,94],"table",{},[76,77,78],"thead",{},[79,80,81,85,88,91],"tr",{},[82,83,84],"th",{},"Actor",[82,86,87],{},"What it takes",[82,89,90],{},"What it returns",[82,92,93],{},"Billing",[95,96,97,114,129,144],"tbody",{},[79,98,99,105,108,111],{},[100,101,102],"td",{},[63,103,104],{},"apidojo\u002Ftiktok-profile-scraper",[100,106,107],{},"Usernames or profile URLs",[100,109,110],{},"Full post history per account, with engagement",[100,112,113],{},"Per result",[79,115,116,121,124,127],{},[100,117,118],{},[63,119,120],{},"apidojo\u002Ftiktok-scraper",[100,122,123],{},"Posts, profiles, hashtags",[100,125,126],{},"Broader, shallower sweep",[100,128,113],{},[79,130,131,136,139,142],{},[100,132,133],{},[63,134,135],{},"clockworks\u002Ftiktok-video-scraper",[100,137,138],{},"Specific video URLs",[100,140,141],{},"Metadata and metrics for videos you already have",[100,143,113],{},[79,145,146,151,154,157],{},[100,147,148],{},[63,149,150],{},"scraptik\u002Ftiktok-comments-scraper-api",[100,152,153],{},"A video",[100,155,156],{},"Comment streams and threaded replies",[100,158,159],{},"Per call",[11,161,162,163,165],{},"For a catalogue audit you want the first one. You are not looking up videos you already chose, you are asking for everything an account has posted so the choosing can happen afterwards. ",[63,164,135],{}," inverts that: it needs the URLs first, which means you have already made the decision this exercise exists to inform.",[11,167,168,169,173,174,178,179,183,184,188],{},"If you are weighing the providers rather than the actors, we have written up ",[17,170,172],{"href":171},"\u002Fblog\u002Fapify-vs-tikhub-tiktok-scraping","Apify against TikHub on price and depth",", the ",[17,175,177],{"href":176},"\u002Fblog\u002Fguides\u002Fapify-alternatives","wider set of alternatives",", and the ",[17,180,182],{"href":181},"\u002Fblog\u002Fguides\u002Fbest-social-media-scraping-api-2026","cross platform version of the question"," separately. All of them are reachable from ",[17,185,187],{"href":186},"\u002Ftools\u002Ftiktok","the TikTok tool page"," on one key.",[190,191,193],"h3",{"id":192},"for-agents","For agents",[11,195,196,197,202],{},"Grab an API key at ",[17,198,201],{"href":199,"rel":200},"https:\u002F\u002Fapp.monid.ai\u002F",[21,22],"app.monid.ai",", then paste this to your agent and hand it the key:",[204,205,210],"pre",{"className":206,"code":207,"language":208,"meta":209,"style":209},"language-sh shiki shiki-themes material-theme-lighter material-theme material-theme-palenight","set up https:\u002F\u002Fmonid.ai\u002FSKILL.md\n","sh","",[63,211,212],{"__ignoreMap":209},[213,214,217,221,225],"span",{"class":215,"line":216},"line",1,[213,218,220],{"class":219},"s2Zo4","set",[213,222,224],{"class":223},"sfazB"," up",[213,226,227],{"class":223}," https:\u002F\u002Fmonid.ai\u002FSKILL.md\n",[11,229,230,231,236],{},"It learns the discover, inspect and run workflow itself. More detail in the ",[17,232,235],{"href":233,"rel":234},"https:\u002F\u002Fmonid.ai\u002Fdocs\u002Fguide\u002Fquickstart-skill",[21,22],"agent quickstart",".",[190,238,240],{"id":239},"for-humans","For humans",[204,242,244],{"className":206,"code":243,"language":208,"meta":209,"style":209},"npm install -g @monid-ai\u002Fcli\nmonid keys add --label main --key \u003Cyour-api-key>\n",[63,245,246,261],{"__ignoreMap":209},[213,247,248,252,255,258],{"class":215,"line":216},[213,249,251],{"class":250},"sBMFI","npm",[213,253,254],{"class":223}," install",[213,256,257],{"class":223}," -g",[213,259,260],{"class":223}," @monid-ai\u002Fcli\n",[213,262,264,267,270,273,276,279,282,286,289,293],{"class":215,"line":263},2,[213,265,266],{"class":250},"monid",[213,268,269],{"class":223}," keys",[213,271,272],{"class":223}," add",[213,274,275],{"class":223}," --label",[213,277,278],{"class":223}," main",[213,280,281],{"class":223}," --key",[213,283,285],{"class":284},"sMK4o"," \u003C",[213,287,288],{"class":223},"your-api-ke",[213,290,292],{"class":291},"sTEyZ","y",[213,294,295],{"class":284},">\n",[11,297,298,299,236],{},"More detail in the ",[17,300,303],{"href":301,"rel":302},"https:\u002F\u002Fmonid.ai\u002Fdocs\u002Fguide\u002Fquickstart-cli",[21,22],"CLI quickstart",[190,305,307],{"id":306},"the-call","The call",[11,309,310],{},"One account, whole catalogue:",[204,312,316],{"className":313,"code":314,"language":315,"meta":209,"style":209},"language-bash shiki shiki-themes material-theme-lighter material-theme material-theme-palenight","monid run -p apify -e \u002Fapidojo\u002Ftiktok-profile-scraper \\\n  -i '{\"usernames\":[\"getjuicygo\"],\"maxItems\":60}' \\\n  -w -o profile.json\n","bash",[63,317,318,340,356],{"__ignoreMap":209},[213,319,320,322,325,328,331,334,337],{"class":215,"line":216},[213,321,266],{"class":250},[213,323,324],{"class":223}," run",[213,326,327],{"class":223}," -p",[213,329,330],{"class":223}," apify",[213,332,333],{"class":223}," -e",[213,335,336],{"class":223}," \u002Fapidojo\u002Ftiktok-profile-scraper",[213,338,339],{"class":291}," \\\n",[213,341,342,345,348,351,354],{"class":215,"line":263},[213,343,344],{"class":223},"  -i",[213,346,347],{"class":284}," '",[213,349,350],{"class":223},"{\"usernames\":[\"getjuicygo\"],\"maxItems\":60}",[213,352,353],{"class":284},"'",[213,355,339],{"class":291},[213,357,359,362,365],{"class":215,"line":358},3,[213,360,361],{"class":223},"  -w",[213,363,364],{"class":223}," -o",[213,366,367],{"class":223}," profile.json\n",[11,369,370,373,374,377,378,381],{},[63,371,372],{},"-i"," and not ",[63,375,376],{},"--query",", because this actor takes a body. ",[63,379,380],{},"maxItems"," is the cap that matters: this endpoint bills per result, so the number you put there is the number you agree to pay for. Set it low on the first run and raise it once you have seen the shape.",[11,383,384,385,388,389,392],{},"There are ",[63,386,387],{},"since"," and ",[63,390,391],{},"until"," parameters for date windows. Leave them off for a first audit. You want the whole history, because the thing you are looking for is a pattern across it.",[190,394,396],{"id":395},"what-comes-back","What comes back",[11,398,399,400,403,404,403,407,403,410,403,413,403,416,403,419,403,422,403,425,388,428,236],{},"A flat array, one object per post, which is the useful part: no unwrapping, straight into a table. The fields that carry the audit are ",[63,401,402],{},"views",", ",[63,405,406],{},"likes",[63,408,409],{},"comments",[63,411,412],{},"shares",[63,414,415],{},"bookmarks",[63,417,418],{},"hashtags",[63,420,421],{},"video.duration",[63,423,424],{},"uploadedAtFormatted",[63,426,427],{},"title",[63,429,430],{},"song",[11,432,433,434,388,436,438],{},"Note that ",[63,435,409],{},[63,437,415],{}," arrive as separate counts rather than folded into one engagement figure. That split does most of the work below.",[32,440,442],{"id":441},"what-does-one-sellers-catalogue-actually-say","What does one seller's catalogue actually say?",[11,444,445,446,449],{},"I ran it on a public TikTok Shop account selling portable blenders: ",[63,447,448],{},"@getjuicygo",", verified, 431 followers, fourteen posts covering twenty one days. Small enough to be a real seller rather than a case study, and small enough that the whole catalogue fits in one table.",[11,451,452],{},"Four things fell out, and the fourth is the one worth the call.",[11,454,455,459,460,463],{},[456,457,458],"strong",{},"One video is the account."," 150,020 total views across fourteen posts. The top video alone is 98,102 of them, which is ",[456,461,462],{},"65 percent of everything the account has ever earned",". The top three are 74.5 percent. The spread between the top video and the median is twenty one times.",[11,465,466,469],{},[456,467,468],{},"Nothing was being tested."," Every one of the fourteen videos runs between 25 and 34 seconds. Not one is shorter, not one is longer. The account has been varying the fruit and holding the format fixed, which means twenty one days of posting produced no information about the format at all.",[11,471,472,475],{},[456,473,474],{},"Twelve of the fourteen have zero comments."," The two that carry comments are the same two videos that open with a question rather than a product. A comment count of zero across a catalogue is not a small problem, it is the audience declining to engage, and it is the clearest possible signal that the videos are not raising anything anyone wants to answer.",[11,477,478,481],{},[456,479,480],{},"They found the format and then stopped using it."," Twelve captions are product first: \"Watermelon\", \"Grape Grape\", \"What should we mix next?\". Two are problem first: \"I bet it leaves chunky strawberry bits in the bottom\" on 2 August, and \"Does anyone else hate chunky fruit bits in smoothies?\" on 4 August. The second of those is the 98,102 view video. Every post after 4 August reverted to product first, and not one of the seven has broken 6,200 views.",[11,483,484],{},[51,485],{"alt":486,"src":487},"The pattern the table exposes: two problem first captions, one enormous result, then seven product first posts in a row after it.","\u002Fimg\u002Fblog\u002Ftiktok-scraper-catalogue-audit-fig-pattern.png",[11,489,490],{},"Say the obvious caveat plainly, because it matters. Fourteen videos is a small sample and one outlier can be luck. This is a hypothesis, not a proof. But it is a hypothesis with a named variable and a cheap test, which is exactly what a controlled batch is for, and it is infinitely better than the alternative the account is currently running, which is no hypothesis at all.",[11,492,493,494,498,499,503,504,508,509,513,514,236],{},"The adjacent calls sharpen it further. ",[17,495,497],{"href":496},"\u002Fblog\u002Fautomate-tiktok-comment-collection","Read the comments on the two videos that got any"," and you have the objection to answer next. Pull ",[17,500,502],{"href":501},"\u002Fblog\u002Fscrape-tiktok-profiles-and-videos-one-endpoint","the same catalogue for three competitors"," and you can see whether problem first wins for everyone in this category or only here, or go ",[17,505,507],{"href":506},"\u002Fblog\u002Ftiktok-handle-to-dataset-in-one-script","wider across a handle list in one script",", which scales to ",[17,510,512],{"href":511},"\u002Fblog\u002Fpulled-10k-tiktok-profiles-no-scraper","thousands of profiles without building a scraper",". At the point where you want the category rather than the account, that is the ",[17,515,517],{"href":516},"\u002Fblog\u002Fguides\u002Ftiktok-data-behind-an-ai-video-ad","keyword search side of the job",[519,520],"skill-prompt",{"prompt":521},"pull every post from this TikTok account, put views, duration, comments and the first six words of each caption in one table, and sort by views",[32,523,525],{"id":524},"which-clips-are-worth-keeping-and-which-need-replacing","Which clips are worth keeping, and which need replacing?",[11,527,528],{},"Now Oumomo's rule becomes usable, because every term in it is a number.",[11,530,531,534],{},[456,532,533],{},"Keep and enhance"," the clips in the top decile of views whose engagement rate holds up. In this catalogue that is exactly one video. It has proven the story and the product proof, so its weaknesses are technical, and technical is what enhancement fixes. This is the narrow case where an upscaler earns its afternoon.",[11,536,537,540],{},[456,538,539],{},"Remake the format, not the file,"," where a clip performed well and the format is repeatable. Oumomo's Viral Remake exists for this: hand it the structure of the 4 August video, keep pacing and story order, build a new one around a different fruit or a different objection. The reference is your own winner, which sidesteps the awkward part of remaking somebody else's video entirely.",[11,542,543,546,547,551],{},[456,544,545],{},"Replace outright"," the twelve product first posts. Nothing there is worth preserving. They are not badly made, they answer a question nobody asked, and higher resolution on a question nobody asked is still a question nobody asked. This is where ",[17,548,550],{"href":19,"rel":549},[21,22],"Link to Video"," earns its place, generating fresh variations from the product page rather than restoring files.",[11,553,554,557],{},[456,555,556],{},"Test the axis nobody touched."," Every video is around thirty seconds. That is not a finding, it is an untested assumption, and it is free to test in a generated batch in a way it is not free to test with a camera.",[11,559,560,561,565],{},"The loop closes on itself: publish the batch, wait, re-run the same one call, and the table tells you whether the hypothesis survived. Putting that re-run ",[17,562,564],{"href":563},"\u002Fblog\u002Fwire-up-tiktok-trend-tracking","on a schedule"," is the difference between an audit and a habit. That is the part worth building, and it is the part that only works because pulling the catalogue is cheap enough to do every month.",[567,568,571],"tool-cta",{"category":569,"title":570},"tiktok","Put your whole catalogue in one table before you remake anything",[11,572,573],{},"Inspect the actor free, see the per result billing, cap the first run low and look at the shape.",[32,575,577],{"id":576},"what-does-an-audit-cost-to-run","What does an audit cost to run?",[11,579,580],{},"A rounding error, and the shape is what matters rather than the figure.",[11,582,583,585,586,590],{},[63,584,104],{}," bills per result, so a fourteen post account costs fourteen units and a two thousand post account costs two thousand. Auditing one small seller account lands in small change. Auditing yourself plus five competitors, monthly, for a year, is still not a line item anybody notices. Current numbers are on ",[17,587,589],{"href":588},"\u002Ftools","monid.ai\u002Ftools",", because a figure written into an article goes stale quietly.",[11,592,593,594,596,597,601],{},"The thing to actually watch is ",[63,595,380],{},", since per result billing means the cap is the budget. This is the opposite of the keyword search side, which bills a flat rate per call whatever comes back, and the two shapes want opposite habits: cap hard here, sweep freely there. The general argument for ",[17,598,600],{"href":599},"\u002Fblog\u002Fguides\u002Fpay-per-call-data-api-vs-subscription","per call against a subscription"," covers when each shape wins.",[11,603,604],{},"Set against the alternative, the comparison is not close. The expensive resource here was never the data, it was the month of posting that produced no information because nothing was being varied.",[32,606,608],{"id":607},"when-is-this-the-wrong-approach","When is this the wrong approach?",[11,610,611,614],{},[456,612,613],{},"When the catalogue is too small to hold a pattern."," Fourteen videos was enough to see something because the outlier was extreme. Five videos is not enough to see anything, and reading a pattern into five is worse than admitting you have none. Post first, audit later.",[11,616,617,620],{},[456,618,619],{},"When views are not the outcome you sell on."," This entire method ranks by public engagement, and public engagement is a proxy. If your videos drive a checkout you can attribute, your own commerce data beats anything scraped from the outside, and you should use it. The audit is for the case where the outside numbers are all you have.",[11,622,623,626],{},[456,624,625],{},"When you need something official."," This reads public profile pages through a third party. If you need a licensed, supported, contractual feed, TikTok's own business and research APIs exist and this is not a substitute for them. It is a substitute for having no data at all, which is the actual comparison for most sellers.",[11,628,629,632,633,636],{},[456,630,631],{},"When the account is not yours and the history is deep."," Per result billing is a gift on a fourteen post account and a bill on a competitor with four years of posting. Cap it, or use the ",[17,634,635],{"href":516},"keyword search route"," instead, which bills flat per call. We resell both, so pointing you at the cheaper one costs us nothing, which is worth remembering when you weigh the recommendation.",[11,638,639],{},"One more limit on the method itself. View counts accumulate, so an old video has had longer to gather them and comparing a post from three weeks ago against one from yesterday is not a fair fight. Read the dates alongside the numbers, and treat anything under about a week as unfinished.",[32,641,643],{"id":642},"conclusion","Conclusion",[11,645,646],{},"The best answer to \"should I enhance this or make a new one\" is that the question cannot be answered about a clip, only about a catalogue. One call, one table, and the decision usually makes itself: a small number of videos carry everything, most of the rest are not worth restoring, and the interesting question is what they all have in common that the winners do not.",[11,648,649],{},"The rule worth keeping: before you enhance anything, sort your own posts by views and read the top three captions next to the bottom three. If you cannot tell them apart, the format is not the problem. If you can, you have just found the brief for the next batch, and that is what Oumomo is for.",[32,651,653],{"id":652},"faq","FAQ",[655,656,658],"faq-item",{"q":657},"Which actor should I use for which TikTok job?",[11,659,660,661,663,664,666],{},"Use ",[63,662,104],{}," when you want everything an account has posted, ",[63,665,135],{}," when you already have specific video URLs and want their metrics, and the comments actor when you want the replies on one video. The mistake to avoid is reaching for the video scraper during an audit, because it needs you to have already picked the videos.",[655,668,670],{"q":669},"Does this reach private or deleted posts?",[11,671,672],{},"No. It reads what a public profile page shows, so private accounts return nothing and deleted posts are gone. That is a real limit on an audit: a video you took down because it underperformed will not appear, which biases the catalogue you are reading toward what you chose to keep.",[655,674,676],{"q":675},"Can I get the comments as well as the posts?",[11,677,678,679,236],{},"Not from this actor. Comment text comes from a separate endpoint, billed per call rather than per result, and the workflow is to audit first and then pull comments only on the two or three videos worth understanding. Both routes are compared in ",[17,680,682],{"href":681},"\u002Fblog\u002Fbuy-vs-build-tiktok-comment-scraper","buy versus build for a comment scraper",[655,684,686],{"q":685},"Are view counts comparable across a catalogue?",[11,687,688,689,691],{},"Only roughly, and the reason is age. Views keep accruing, so a post from six weeks ago has had six weeks to collect them and yesterday's has had a day. Sort by views to find candidates, then check ",[63,690,424],{}," before concluding anything, and discard the most recent week from any comparison.",[11,693,694],{},[695,696,697],"em",{},"Last updated August 2026.",[699,700,701],"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":209,"searchDepth":263,"depth":263,"links":703},[704,705,711,712,713,714,715,716],{"id":34,"depth":263,"text":35},{"id":57,"depth":263,"text":58,"children":706},[707,708,709,710],{"id":192,"depth":358,"text":193},{"id":239,"depth":358,"text":240},{"id":306,"depth":358,"text":307},{"id":395,"depth":358,"text":396},{"id":441,"depth":263,"text":442},{"id":524,"depth":263,"text":525},{"id":576,"depth":263,"text":577},{"id":607,"depth":263,"text":608},{"id":642,"depth":263,"text":643},{"id":652,"depth":263,"text":653},"Social data","\u002Fimg\u002Fblog\u002Ftiktok-scraper-catalogue-audit.png","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.",false,"md",null,"\u002Fimg\u002Fblog\u002Ftiktok-scraper-catalogue-audit-card.png",{},true,"\u002Fblog\u002Fguides\u002Ftiktok-scraper-catalogue-audit","2026-08-20","12 min",{"title":5,"description":719},"blog\u002Fguides\u002Ftiktok-scraper-catalogue-audit",[732,733,734,735],"tiktok scraper","content audit","tiktok shop","ai video ads","Bqrf35x6JX6KPUfC4Vc_y_JS_VPQzkAo-Lw93_QKqvo",[738,752,765,778,790,802,815,828,841,853,867,879,891,903,917,929,941,952,963,975,987,997,1009,1020,1031,1042,1054,1064,1074,1082,1092,1104,1116,1129,1140,1150,1163,1174,1186,1197,1206,1216,1226,1236,1243,1252,1261,1272,1282,1293,1305,1312,1322,1330,1338,1348,1358,1366,1368,1377,1387,1397,1407,1417,1426,1436,1447,1456,1465,1476,1486,1494,1505,1515,1525,1533,1543,1551,1559,1567,1575,1585,1595,1607,1616,1626,1635,1644,1655,1664,1673,1681,1690,1699],{"path":739,"title":740,"description":741,"publishedAt":742,"author":6,"category":717,"tags":743,"readTime":749,"cover":750,"listingCover":751,"image":722},"\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",[744,745,746,747,748],"instagram engagement rate","follower count accuracy","influencer vetting","social data","instagram api","11 min","\u002Fimg\u002Fblog\u002Fare-instagram-engagement-trackers-accurate.png","\u002Fimg\u002Fblog\u002Fare-instagram-engagement-trackers-accurate-card.png",{"path":753,"title":754,"description":755,"publishedAt":742,"author":6,"category":756,"tags":757,"readTime":749,"cover":763,"listingCover":764,"image":722},"\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.","Sales & enrichment",[758,759,760,761,762],"spam traps","email bounce rate","email verification","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":766,"title":767,"description":768,"publishedAt":742,"author":6,"category":769,"tags":770,"readTime":728,"cover":776,"listingCover":777,"image":722},"\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.","Product",[771,772,773,774,775],"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":779,"title":780,"description":781,"publishedAt":742,"author":6,"category":756,"tags":782,"readTime":749,"cover":788,"listingCover":789,"image":722},"\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.",[783,784,785,786,787],"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":791,"title":792,"description":793,"publishedAt":742,"author":6,"category":769,"tags":794,"readTime":728,"cover":800,"listingCover":801,"image":722},"\u002Fblog\u002Fguides\u002Fstop-depending-on-one-scraping-vendor","How to Stop Depending on One Scraping Vendor","Ten provider failures in three days, all while doing other work. None was a bad vendor. The defence is a second route you can reach without a rewrite.",[795,796,797,798,799],"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":803,"title":804,"description":805,"publishedAt":806,"author":6,"category":769,"tags":807,"readTime":728,"cover":813,"listingCover":814,"image":722},"\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",[808,809,810,811,812],"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":816,"title":817,"description":818,"publishedAt":806,"author":6,"category":819,"tags":820,"readTime":749,"cover":826,"listingCover":827,"image":722},"\u002Fblog\u002Fguides\u002Ffind-all-urls-on-a-domain","Find All URLs on a Domain: Why the Sitemap Route Usually Stops","Four domains, one sitemap endpoint. Three returned an index and no URL count at all. A sitemap gives you a map of a site, not a list of its pages.","Search & RAG",[821,822,823,824,825],"find all urls on a domain","sitemap parser","site crawl","url discovery","seo audit","\u002Fimg\u002Fblog\u002Ffind-all-urls-on-a-domain.png","\u002Fimg\u002Fblog\u002Ffind-all-urls-on-a-domain-card.png",{"path":829,"title":830,"description":831,"publishedAt":806,"author":6,"category":832,"tags":833,"readTime":728,"cover":839,"listingCover":840,"image":722},"\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",[834,835,836,837,838],"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":842,"title":843,"description":844,"publishedAt":806,"author":6,"category":769,"tags":845,"readTime":749,"cover":851,"listingCover":852,"image":722},"\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.",[846,847,848,849,850],"simply wall st api","stock fundamentals api","income statement api","financial data","graphql","\u002Fimg\u002Fblog\u002Fsimply-wall-st-graphql-api-fundamentals.png","\u002Fimg\u002Fblog\u002Fsimply-wall-st-graphql-api-fundamentals-card.png",{"path":854,"title":855,"description":856,"publishedAt":857,"author":6,"category":858,"tags":859,"readTime":749,"cover":865,"listingCover":866,"image":722},"\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","Ecommerce",[860,861,862,863,864],"amazon asin scraper","asin lookup","ecommerce data","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":868,"title":869,"description":870,"publishedAt":857,"author":6,"category":769,"tags":871,"readTime":728,"cover":877,"listingCover":878,"image":722},"\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.",[872,873,874,875,876],"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":880,"title":881,"description":882,"publishedAt":857,"author":6,"category":756,"tags":883,"readTime":749,"cover":889,"listingCover":890,"image":722},"\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.",[884,885,886,887,888],"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":892,"title":893,"description":894,"publishedAt":857,"author":6,"category":769,"tags":895,"readTime":728,"cover":901,"listingCover":902,"image":722},"\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.",[896,897,898,899,900],"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":904,"title":905,"description":906,"publishedAt":907,"author":6,"category":819,"tags":908,"readTime":914,"cover":915,"listingCover":916,"image":722},"\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",[909,910,911,912,913],"c# web scraping","htmlagilitypack","dotnet","web extraction","playwright","10 min","\u002Fimg\u002Fblog\u002Fc-sharp-web-scraping-without-the-stack.png","\u002Fimg\u002Fblog\u002Fc-sharp-web-scraping-without-the-stack-card.png",{"path":918,"title":919,"description":920,"publishedAt":907,"author":6,"category":756,"tags":921,"readTime":749,"cover":927,"listingCover":928,"image":722},"\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.",[922,923,924,925,926],"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":930,"title":931,"description":932,"publishedAt":907,"author":6,"category":819,"tags":933,"readTime":749,"cover":939,"listingCover":940,"image":722},"\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.",[934,935,936,937,938],"web scraping vs api","data acquisition","buy vs build","scraping api","ai agents","\u002Fimg\u002Fblog\u002Fweb-scraping-vs-api-wrong-question.png","\u002Fimg\u002Fblog\u002Fweb-scraping-vs-api-wrong-question-card.png",{"path":942,"title":943,"description":944,"publishedAt":907,"author":6,"category":819,"tags":945,"readTime":749,"cover":950,"listingCover":951,"image":722},"\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.",[946,947,948,912,949],"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":953,"title":954,"description":955,"publishedAt":907,"author":6,"category":832,"tags":956,"readTime":749,"cover":961,"listingCover":962,"image":722},"\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.",[957,958,836,959,960],"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":964,"title":965,"description":966,"publishedAt":967,"author":6,"category":968,"tags":969,"readTime":749,"cover":973,"listingCover":974,"image":722},"\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","Ads intelligence",[970,971,972,938],"paid search","ad agents","competitor intelligence","\u002Fimg\u002Fblog\u002Fad-agent-auction-outside-the-account.png","\u002Fimg\u002Fblog\u002Fad-agent-auction-outside-the-account-card.png",{"path":976,"title":977,"description":978,"publishedAt":967,"author":6,"category":819,"tags":979,"readTime":749,"cover":985,"listingCover":986,"image":722},"\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.",[980,981,982,983,984],"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":988,"title":989,"description":990,"publishedAt":967,"author":6,"category":769,"tags":991,"readTime":749,"cover":995,"listingCover":996,"image":722},"\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.",[900,992,993,994,938],"antidetect browser","nodriver","no api","\u002Fimg\u002Fblog\u002Fbrowser-automation-without-an-api.png","\u002Fimg\u002Fblog\u002Fbrowser-automation-without-an-api-card.png",{"path":998,"title":999,"description":1000,"publishedAt":967,"author":6,"category":756,"tags":1001,"readTime":749,"cover":1007,"listingCover":1008,"image":722},"\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.",[1002,1003,1004,1005,1006],"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":1010,"title":1011,"description":1012,"publishedAt":967,"author":6,"category":756,"tags":1013,"readTime":749,"cover":1018,"listingCover":1019,"image":722},"\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.",[1014,1015,1016,1017],"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":1021,"title":1022,"description":1023,"publishedAt":967,"author":6,"category":819,"tags":1024,"readTime":914,"cover":1029,"listingCover":1030,"image":722},"\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.",[1025,1026,1027,1028,912],"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":1032,"title":1033,"description":1034,"publishedAt":967,"author":6,"category":819,"tags":1035,"readTime":749,"cover":1040,"listingCover":1041,"image":722},"\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.",[1036,1037,1038,984,1039],"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":1043,"title":1044,"description":1045,"publishedAt":1046,"author":6,"category":819,"tags":1047,"readTime":749,"cover":1052,"listingCover":1053,"image":722},"\u002Fblog\u002Fguides\u002Fbrave-search-api-what-you-can-keep","Brave Search API: Check What You Are Allowed to Keep","An independent index at a fair price, with one clause that decides whether it fits: result storage is granted per plan, and most builds need to store.","2026-08-27",[1048,1049,1050,1051,984],"brave search api","search api","independent index","rag","\u002Fimg\u002Fblog\u002Fbrave-search-api-what-you-can-keep.png","\u002Fimg\u002Fblog\u002Fbrave-search-api-what-you-can-keep-card.png",{"path":1055,"title":1056,"description":1057,"publishedAt":1046,"author":6,"category":819,"tags":1058,"readTime":749,"cover":1062,"listingCover":1063,"image":722},"\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.",[1059,982,984,1060,1061],"google search url parameters","udm","search operators","\u002Fimg\u002Fblog\u002Fgoogle-search-url-parameters.png","\u002Fimg\u002Fblog\u002Fgoogle-search-url-parameters-card.png",{"path":1065,"title":1066,"description":1067,"publishedAt":1046,"author":6,"category":717,"tags":1068,"readTime":749,"cover":1072,"listingCover":1073,"image":722},"\u002Fblog\u002Fguides\u002Finstagram-api-which-one-in-2026","What Is the Best Instagram API in 2026?","Four products answer to the name: Meta's Graph API, the private mobile API, hosted actors, metered endpoints. One question decides which.",[748,1069,747,1070,1071],"instagram graph api","tikhub","apify","\u002Fimg\u002Fblog\u002Finstagram-api-which-one-in-2026.png","\u002Fimg\u002Fblog\u002Finstagram-api-which-one-in-2026-card.png",{"path":1075,"title":1076,"description":1077,"publishedAt":1046,"author":6,"category":717,"tags":1078,"readTime":749,"cover":1080,"listingCover":1081,"image":722},"\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.",[732,1079,747,1070,1071],"tiktok api","\u002Fimg\u002Fblog\u002Ftiktok-scraper-which-endpoint.png","\u002Fimg\u002Fblog\u002Ftiktok-scraper-which-endpoint-card.png",{"path":1083,"title":1084,"description":1085,"publishedAt":1046,"author":6,"category":819,"tags":1086,"readTime":749,"cover":1090,"listingCover":1091,"image":722},"\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.",[1087,1088,936,1089,937],"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":1093,"title":1094,"description":1095,"publishedAt":1096,"author":6,"category":769,"tags":1097,"readTime":749,"cover":1102,"listingCover":1103,"image":722},"\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",[1098,1099,938,1100,1101],"bright data mcp","mcp server","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":1105,"title":1106,"description":1107,"publishedAt":1096,"author":6,"category":756,"tags":1108,"readTime":749,"cover":1114,"listingCover":1115,"image":722},"\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.",[1109,1110,1111,1112,1113],"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":1117,"title":1118,"description":1119,"publishedAt":1096,"author":6,"category":1120,"tags":1121,"readTime":914,"cover":1127,"listingCover":1128,"image":722},"\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.","Generative media",[1122,1123,1124,1125,1126],"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":1130,"title":1131,"description":1132,"publishedAt":1096,"author":6,"category":819,"tags":1133,"readTime":749,"cover":1138,"listingCover":1139,"image":722},"\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.",[1134,1135,1136,1137,1049],"rank tracking api","bing rank tracker","serp tracking","seo api","\u002Fimg\u002Fblog\u002Frank-tracking-api-store-the-position.png","\u002Fimg\u002Fblog\u002Frank-tracking-api-store-the-position-card.png",{"path":1141,"title":1142,"description":1143,"publishedAt":1096,"author":6,"category":1120,"tags":1144,"readTime":749,"cover":1148,"listingCover":1149,"image":722},"\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.",[1145,1146,1147,938],"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":1151,"title":1152,"description":1153,"publishedAt":1154,"author":6,"category":756,"tags":1155,"readTime":749,"cover":1161,"listingCover":1162,"image":722},"\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",[1156,1157,1158,1159,1160],"b2b data","data provider","company enrichment","zoominfo","people data labs","\u002Fimg\u002Fblog\u002Fb2b-data-provider-dataset-vs-api.png","\u002Fimg\u002Fblog\u002Fb2b-data-provider-dataset-vs-api-card.png",{"path":1164,"title":1165,"description":1166,"publishedAt":1154,"author":6,"category":819,"tags":1167,"readTime":749,"cover":1172,"listingCover":1173,"image":722},"\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.",[1168,1169,1051,1170,1171],"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":1175,"title":1176,"description":1177,"publishedAt":1154,"author":6,"category":819,"tags":1178,"readTime":728,"cover":1184,"listingCover":1185,"image":722},"\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.",[1179,1180,1181,1182,1183],"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":1187,"title":1188,"description":1189,"publishedAt":1154,"author":6,"category":819,"tags":1190,"readTime":749,"cover":1195,"listingCover":1196,"image":722},"\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.",[1191,1192,1051,1193,1194],"news scraping","news api","media monitoring","web search","\u002Fimg\u002Fblog\u002Fweb-scraping-news-articles.png","\u002Fimg\u002Fblog\u002Fweb-scraping-news-articles-card.png",{"path":1198,"title":1199,"description":1200,"publishedAt":1154,"author":6,"category":717,"tags":1201,"readTime":749,"cover":1204,"listingCover":1205,"image":722},"\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.",[1202,1203,747,1071,1070],"youtube scraper","youtube data api","\u002Fimg\u002Fblog\u002Fyoutube-scraper-past-the-quota.png","\u002Fimg\u002Fblog\u002Fyoutube-scraper-past-the-quota-card.png",{"path":1207,"title":1208,"description":1209,"publishedAt":1210,"author":6,"category":769,"tags":1211,"readTime":728,"cover":1214,"listingCover":1215,"image":722},"\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",[1212,900,938,913,1213],"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":1217,"title":1218,"description":1219,"publishedAt":1210,"author":6,"category":819,"tags":1220,"readTime":728,"cover":1224,"listingCover":1225,"image":722},"\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.",[1221,1222,875,938,1223],"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":1227,"title":1228,"description":1229,"publishedAt":1210,"author":6,"category":819,"tags":1230,"readTime":728,"cover":1234,"listingCover":1235,"image":722},"\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.",[1231,875,1232,1233,938],"python","beautifulsoup","selenium","\u002Fimg\u002Fblog\u002Fpython-web-scraping-without-a-scraper.png","\u002Fimg\u002Fblog\u002Fpython-web-scraping-without-a-scraper-card.png",{"path":1237,"title":1238,"description":1239,"publishedAt":1210,"author":6,"category":819,"tags":1240,"readTime":728,"cover":1241,"listingCover":1242,"image":722},"\u002Fblog\u002Fguides\u002Fserp-api-for-ai-agents","What Is a SERP API, and Which Kind Do You Need?","A SERP API is three products under one name: a Google mirror, an independent index, and a read-through fetcher. The difference decides which one is yours.",[982,1049,1194,938,1051],"\u002Fimg\u002Fblog\u002Fserp-api-for-ai-agents.png","\u002Fimg\u002Fblog\u002Fserp-api-for-ai-agents-card.png",{"path":1244,"title":1245,"description":1246,"publishedAt":1210,"author":6,"category":819,"tags":1247,"readTime":728,"cover":1250,"listingCover":1251,"image":722},"\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.",[1248,1249,937,938,1071],"web scraping tools","no code scraper","\u002Fimg\u002Fblog\u002Fweb-scraping-tools-which-kind.png","\u002Fimg\u002Fblog\u002Fweb-scraping-tools-which-kind-card.png",{"path":1253,"title":1254,"description":1255,"publishedAt":727,"author":6,"category":858,"tags":1256,"readTime":728,"cover":1259,"listingCover":1260,"image":722},"\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.",[1257,938,862,1258],"agentic commerce","autonomous business","\u002Fimg\u002Fblog\u002Fautonomous-store-agent-outside-data.png","\u002Fimg\u002Fblog\u002Fautonomous-store-agent-outside-data-card.png",{"path":1262,"title":1263,"description":1264,"publishedAt":727,"author":6,"category":819,"tags":1265,"readTime":728,"cover":1270,"listingCover":1271,"image":722},"\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.",[1266,1267,1268,1051,1269],"search","web","api","agents","\u002Fimg\u002Fblog\u002Fbing-search-api-retired-alternatives.png","\u002Fimg\u002Fblog\u002Fbing-search-api-retired-alternatives-card.png",{"path":1273,"title":1274,"description":1275,"publishedAt":727,"author":6,"category":819,"tags":1276,"readTime":749,"cover":1280,"listingCover":1281,"image":722},"\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.",[1051,1277,1278,1279,1170],"embeddings","pdf","ocr","\u002Fimg\u002Fblog\u002Fingest-mixed-documents-llm-embedding.png","\u002Fimg\u002Fblog\u002Fingest-mixed-documents-llm-embedding-card.png",{"path":1283,"title":1284,"description":1285,"publishedAt":727,"author":6,"category":717,"tags":1286,"readTime":728,"cover":1291,"listingCover":1292,"image":722},"\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.",[1287,1288,1268,1289,1290],"instagram","social","creators","engagement","\u002Fimg\u002Fblog\u002Finstagram-follower-engagement-api.png","\u002Fimg\u002Fblog\u002Finstagram-follower-engagement-api-card.png",{"path":1294,"title":1295,"description":1296,"publishedAt":727,"author":6,"category":769,"tags":1297,"readTime":728,"cover":1303,"listingCover":1304,"image":722},"\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.",[1298,1299,1300,1301,1302],"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":1306,"title":1307,"description":1308,"publishedAt":727,"author":6,"category":769,"tags":1309,"readTime":728,"cover":1310,"listingCover":1311,"image":722},"\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.",[1300,1268,1301,938,1101],"\u002Fimg\u002Fblog\u002Fmcp-vs-api-for-ai-agents.png","\u002Fimg\u002Fblog\u002Fmcp-vs-api-for-ai-agents-card.png",{"path":1313,"title":1314,"description":1315,"publishedAt":727,"author":6,"category":769,"tags":1316,"readTime":749,"cover":1320,"listingCover":1321,"image":722},"\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.",[1317,1318,1319,949,1269],"n8n","automation","enrichment","\u002Fimg\u002Fblog\u002Fn8n-data-layer-scraping-enrichment.png","\u002Fimg\u002Fblog\u002Fn8n-data-layer-scraping-enrichment-card.png",{"path":1323,"title":1324,"description":1325,"publishedAt":727,"author":6,"category":769,"tags":1326,"readTime":728,"cover":1328,"listingCover":1329,"image":722},"\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.",[1327,1298,1301,1300,1302],"openrouter","\u002Fimg\u002Fblog\u002Fopenrouter-alternatives-after-stripe.png","\u002Fimg\u002Fblog\u002Fopenrouter-alternatives-after-stripe-card.png",{"path":1331,"title":1332,"description":1333,"publishedAt":727,"author":6,"category":769,"tags":1334,"readTime":728,"cover":1336,"listingCover":1337,"image":722},"\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.",[1327,1300,1301,1335,1101],"claude code","\u002Fimg\u002Fblog\u002Fopenrouter-mcp-server-tool-layer.png","\u002Fimg\u002Fblog\u002Fopenrouter-mcp-server-tool-layer-card.png",{"path":1339,"title":1340,"description":1341,"publishedAt":727,"author":6,"category":756,"tags":1342,"readTime":728,"cover":1346,"listingCover":1347,"image":722},"\u002Fblog\u002Fguides\u002Fprompt-instead-of-filters-people-search","A Wrong Enum Returns Zero: Ploid and Prompt-Shaped APIs","A wrong enum returned 0 rows. A wrong range format returned 160,884. Neither raised an error. Why prompt-shaped APIs like Ploid exist, and what they cost.",[1343,1344,1345,938],"people search api","agentic api","prospecting","\u002Fimg\u002Fblog\u002Fprompt-instead-of-filters-people-search.png","\u002Fimg\u002Fblog\u002Fprompt-instead-of-filters-people-search-card.png",{"path":1349,"title":1350,"description":1351,"publishedAt":727,"author":6,"category":756,"tags":1352,"readTime":728,"cover":1356,"listingCover":1357,"image":722},"\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.",[1353,1319,1268,1354,1355],"linkedin","sales","leads","\u002Fimg\u002Fblog\u002Fproxycurl-shutdown-linkedin-data-alternatives.png","\u002Fimg\u002Fblog\u002Fproxycurl-shutdown-linkedin-data-alternatives-card.png",{"path":516,"title":1359,"description":1360,"publishedAt":727,"author":6,"category":717,"tags":1361,"readTime":728,"cover":1364,"listingCover":1365,"image":722},"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.",[1362,735,734,1363],"tiktok data api","creative research","\u002Fimg\u002Fblog\u002Ftiktok-data-behind-an-ai-video-ad.png","\u002Fimg\u002Fblog\u002Ftiktok-data-behind-an-ai-video-ad-card.png",{"path":726,"title":5,"description":719,"publishedAt":727,"author":6,"category":717,"tags":1367,"readTime":728,"cover":718,"listingCover":723,"image":722},[732,733,734,735],{"path":1369,"title":1370,"description":1371,"publishedAt":727,"author":6,"category":769,"tags":1372,"readTime":1374,"cover":1375,"listingCover":1376,"image":722},"\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.",[1300,1373,1301,938,1302],"mcp gateway","13 min","\u002Fimg\u002Fblog\u002Fwhat-is-an-mcp-gateway.png","\u002Fimg\u002Fblog\u002Fwhat-is-an-mcp-gateway-card.png",{"path":1378,"title":1379,"description":1380,"publishedAt":727,"author":6,"category":717,"tags":1381,"readTime":728,"cover":1385,"listingCover":1386,"image":722},"\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.",[1382,1383,924,1384],"twitter scraper","x api","lead generation","\u002Fimg\u002Fblog\u002Fx-intent-search-social-selling.png","\u002Fimg\u002Fblog\u002Fx-intent-search-social-selling-card.png",{"path":176,"title":1388,"description":1389,"publishedAt":1390,"author":6,"category":819,"tags":1391,"readTime":749,"cover":1395,"listingCover":1396,"image":722},"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",[1392,875,1393,1394],"apify alternatives","actors","pay per call","\u002Fimg\u002Fblog\u002Fapify-alternatives.png","\u002Fimg\u002Fblog\u002Fapify-alternatives-card.png",{"path":1398,"title":1399,"description":1400,"publishedAt":1390,"author":6,"category":858,"tags":1401,"readTime":749,"cover":1405,"listingCover":1406,"image":722},"\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.",[1402,1403,1404,938],"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":1408,"title":1409,"description":1410,"publishedAt":1390,"author":6,"category":756,"tags":1411,"readTime":749,"cover":1415,"listingCover":1416,"image":722},"\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.",[1412,1160,1413,1414],"email enrichment","zoominfo alternatives","lead data","\u002Fimg\u002Fblog\u002Fenrich-a-list-from-email-addresses.png","\u002Fimg\u002Fblog\u002Fenrich-a-list-from-email-addresses-card.png",{"path":1418,"title":1419,"description":1420,"publishedAt":1390,"author":6,"category":819,"tags":1421,"readTime":749,"cover":1424,"listingCover":1425,"image":722},"\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.",[1051,912,1422,1423],"chunking","llm context","\u002Fimg\u002Fblog\u002Ffree-api-extract-page-content-rag.png","\u002Fimg\u002Fblog\u002Ffree-api-extract-page-content-rag-card.png",{"path":1427,"title":1428,"description":1429,"publishedAt":1390,"author":6,"category":832,"tags":1430,"readTime":749,"cover":1434,"listingCover":1435,"image":722},"\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.",[1431,1432,1071,1433],"google maps scraper","local leads","lead list","\u002Fimg\u002Fblog\u002Fgoogle-maps-scraper-alternatives.png","\u002Fimg\u002Fblog\u002Fgoogle-maps-scraper-alternatives-card.png",{"path":1437,"title":1438,"description":1439,"publishedAt":1390,"author":6,"category":968,"tags":1440,"readTime":749,"cover":1445,"listingCover":1446,"image":722},"\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.",[1441,1442,1443,1444],"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":1448,"title":1449,"description":1450,"publishedAt":1451,"author":6,"category":769,"tags":1452,"readTime":749,"cover":1454,"listingCover":1455,"image":722},"\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",[938,1453,1301,1300],"model gateway","\u002Fimg\u002Fblog\u002Fai-agent-needs-two-integrations.png","\u002Fimg\u002Fblog\u002Fai-agent-needs-two-integrations-card.png",{"path":1457,"title":1458,"description":1459,"publishedAt":1451,"author":6,"category":769,"tags":1460,"readTime":749,"cover":1463,"listingCover":1464,"image":722},"\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.",[1461,938,1300,1462],"api marketplace","tool use","\u002Fimg\u002Fblog\u002Fapi-marketplace-for-ai-agents.png","\u002Fimg\u002Fblog\u002Fapi-marketplace-for-ai-agents-card.png",{"path":1466,"title":1467,"description":1468,"publishedAt":1451,"author":6,"category":756,"tags":1469,"readTime":749,"cover":1474,"listingCover":1475,"image":722},"\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.",[1470,1471,1472,1473],"business entity search","company registry","sec edgar","company data","\u002Fimg\u002Fblog\u002Fbusiness-entity-search-api.png","\u002Fimg\u002Fblog\u002Fbusiness-entity-search-api-card.png",{"path":1477,"title":1478,"description":1479,"publishedAt":1451,"author":6,"category":819,"tags":1480,"readTime":749,"cover":1484,"listingCover":1485,"image":722},"\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.",[875,1481,1482,1483],"cloudflare","proxies","blocked","\u002Fimg\u002Fblog\u002Fscraper-blocked-what-gets-through.png","\u002Fimg\u002Fblog\u002Fscraper-blocked-what-gets-through-card.png",{"path":1487,"title":1488,"description":1489,"publishedAt":1451,"author":6,"category":819,"tags":1490,"readTime":749,"cover":1492,"listingCover":1493,"image":722},"\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.",[1491,938,1300,1318],"web scraping api","\u002Fimg\u002Fblog\u002Fweb-scraping-api-for-ai-agents.png","\u002Fimg\u002Fblog\u002Fweb-scraping-api-for-ai-agents-card.png",{"path":1495,"title":1496,"description":1497,"publishedAt":1498,"author":6,"category":756,"tags":1499,"readTime":749,"cover":1503,"listingCover":1504,"image":722},"\u002Fblog\u002Fguides\u002Fapi-to-find-a-company-website","The Best API to Find a Company's Website From Its Name","Name to homepage is a resolution problem, not a search one. Which endpoint does it, why fuzzy matches are a feature, and how to pick the right row.","2026-08-17",[1500,1501,1502,1319],"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":1506,"title":1507,"description":1508,"publishedAt":1498,"author":6,"category":819,"tags":1509,"readTime":749,"cover":1513,"listingCover":1514,"image":722},"\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.",[1510,1511,1193,1512],"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":1516,"title":1517,"description":1518,"publishedAt":1498,"author":6,"category":756,"tags":1519,"readTime":749,"cover":1523,"listingCover":1524,"image":722},"\u002Fblog\u002Fguides\u002Fcrunchbase-api-alternatives-funding-data","Crunchbase API Alternatives: Getting Funding Data by the Call","Crunchbase and PitchBook sell seats. If you only need funding fields on a domain, an enrichment call carries them. What it returns, and what it gets wrong.",[1520,1521,1522,1158],"crunchbase api","pitchbook api","funding data","\u002Fimg\u002Fblog\u002Fcrunchbase-api-alternatives-funding-data.png","\u002Fimg\u002Fblog\u002Fcrunchbase-api-alternatives-funding-data-card.png",{"path":1526,"title":1527,"description":1528,"publishedAt":1498,"author":6,"category":756,"tags":1529,"readTime":749,"cover":1531,"listingCover":1532,"image":722},"\u002Fblog\u002Fguides\u002Fjob-postings-api-hiring-signals","Job Postings API: Turning Hiring Into a Buying Signal","A job ad says what a company is building before its website does. Which endpoint returns postings, what the record contains, and the fields nobody reads.",[1005,1006,1530,1113],"jobs data","\u002Fimg\u002Fblog\u002Fjob-postings-api-hiring-signals.png","\u002Fimg\u002Fblog\u002Fjob-postings-api-hiring-signals-card.png",{"path":1534,"title":1535,"description":1536,"publishedAt":1498,"author":6,"category":756,"tags":1537,"readTime":749,"cover":1541,"listingCover":1542,"image":722},"\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.",[1538,1539,1540,1113],"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":181,"title":1544,"description":1545,"publishedAt":1546,"author":6,"category":717,"tags":1547,"readTime":749,"cover":1549,"listingCover":1550,"image":722},"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",[1548,747,569,1287],"social media scraping api","\u002Fimg\u002Fblog\u002Fbest-social-media-scraping-api-2026.png","\u002Fimg\u002Fblog\u002Fbest-social-media-scraping-api-2026-card.png",{"path":1552,"title":1553,"description":1554,"publishedAt":1546,"author":6,"category":819,"tags":1555,"readTime":749,"cover":1557,"listingCover":1558,"image":722},"\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.",[1099,938,1100,1556],"model context protocol","\u002Fimg\u002Fblog\u002Fmcp-server-live-web-data-agents.png","\u002Fimg\u002Fblog\u002Fmcp-server-live-web-data-agents-card.png",{"path":599,"title":1560,"description":1561,"publishedAt":1546,"author":6,"category":769,"tags":1562,"readTime":914,"cover":1565,"listingCover":1566,"image":722},"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.",[1394,1563,1461,1564],"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":1568,"title":1569,"description":1570,"publishedAt":1546,"author":6,"category":756,"tags":1571,"readTime":749,"cover":1573,"listingCover":1574,"image":722},"\u002Fblog\u002Fguides\u002Fpeople-data-labs-apollo-zoominfo-alternatives","People Data Labs, Apollo, ZoomInfo: Which Should You Actually Buy?","Four providers, one honest split: search versus enrich versus contract. What each is genuinely best at, and why the price gap is not what it looks like.",[1160,1572,1159,1156],"apollo alternatives","\u002Fimg\u002Fblog\u002Fpeople-data-labs-apollo-zoominfo-alternatives.png","\u002Fimg\u002Fblog\u002Fpeople-data-labs-apollo-zoominfo-alternatives-card.png",{"path":1576,"title":1577,"description":1578,"publishedAt":1546,"author":6,"category":717,"tags":1579,"readTime":914,"cover":1583,"listingCover":1584,"image":722},"\u002Fblog\u002Fguides\u002Freddit-scraping-api-alternatives","Is There an Alternative to Apify for Scraping Reddit?","Yes, several. The more useful question is why a Reddit scraper returns posts that miss your keywords, because that is a search problem, not a scraper one.",[1580,1581,1582,1392],"reddit api","reddit scraper","social listening","\u002Fimg\u002Fblog\u002Freddit-scraping-api-alternatives.png","\u002Fimg\u002Fblog\u002Freddit-scraping-api-alternatives-card.png",{"path":1586,"title":1587,"description":1588,"publishedAt":1589,"author":6,"category":756,"tags":1590,"readTime":749,"cover":1593,"listingCover":1594,"image":722},"\u002Fblog\u002Fguides\u002Fbest-linkedin-scraper-api-2026","What Is the Best LinkedIn Scraper API in 2026?","There is no single best LinkedIn scraper API. There are three jobs, and the honest answer is which endpoint fits which job, and what each one gets wrong.","2026-08-12",[1591,1353,1354,1592],"linkedin scraper api","data","\u002Fimg\u002Fblog\u002Fbest-linkedin-scraper-api-2026.png","\u002Fimg\u002Fblog\u002Fbest-linkedin-scraper-api-2026-card.png",{"path":1596,"title":1597,"description":1598,"publishedAt":1599,"author":6,"category":756,"tags":1600,"readTime":749,"cover":1605,"listingCover":1606,"image":722},"\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",[1601,1602,1603,1604],"apollo scraper","apollo.io","lead-generation","b2b-data","\u002Fimg\u002Fblog\u002Fapollo-scraper.png","\u002Fimg\u002Fblog\u002Fapollo-scraper-card.png",{"path":1608,"title":1609,"description":1610,"publishedAt":1599,"author":6,"category":717,"tags":1611,"readTime":749,"cover":1614,"listingCover":1615,"image":722},"\u002Fblog\u002Fguides\u002Freddit-scraper","Reddit Scraper: How to Get Reddit Data After the API Lockdown","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.",[1581,1612,1613,1288],"reddit data api","web-scraping","\u002Fimg\u002Fblog\u002Freddit-scraper.png","\u002Fimg\u002Fblog\u002Freddit-scraper-card.png",{"path":1617,"title":1618,"description":1619,"publishedAt":1599,"author":6,"category":756,"tags":1620,"readTime":914,"cover":1624,"listingCover":1625,"image":722},"\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.",[1621,1622,1623,1604],"technographic data api","tech stack","company-enrichment","\u002Fimg\u002Fblog\u002Ftechnographic-data-api.png","\u002Fimg\u002Fblog\u002Ftechnographic-data-api-card.png",{"path":1627,"title":1628,"description":1629,"publishedAt":1630,"author":6,"category":717,"tags":1631,"readTime":749,"cover":1633,"listingCover":1634,"image":722},"\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",[1632,1287,1613,1269],"apify instagram scraper","\u002Fimg\u002Fblog\u002Fapify-instagram-scraper.png","\u002Fimg\u002Fblog\u002Fapify-instagram-scraper-card.png",{"path":1636,"title":1637,"description":1638,"publishedAt":1639,"author":6,"category":756,"tags":1640,"readTime":728,"cover":1642,"listingCover":1643,"image":722},"\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",[1641,1353,1354,1592],"linkedin outreach","\u002Fimg\u002Fblog\u002Fbest-linkedin-outreach-tools-2026.png","\u002Fimg\u002Fblog\u002Fbest-linkedin-outreach-tools-2026-card.png",{"path":1645,"title":1646,"description":1647,"publishedAt":1648,"author":6,"category":858,"tags":1649,"readTime":1652,"cover":1653,"listingCover":1654,"image":722},"\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",[1650,1651,1592,1404],"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":1656,"title":1657,"description":1658,"publishedAt":1659,"author":6,"category":858,"tags":1660,"readTime":1374,"cover":1662,"listingCover":1663,"image":722},"\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",[1661,1592,1269,1404],"amazon reviews api","\u002Fimg\u002Fblog\u002Fbest-amazon-reviews-api-2026.png","\u002Fimg\u002Fblog\u002Fbest-amazon-reviews-api-2026-card.png",{"path":1665,"title":1666,"description":1667,"publishedAt":1659,"author":6,"category":756,"tags":1668,"readTime":728,"cover":1671,"listingCover":1672,"image":722},"\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.",[1669,1592,1269,1670],"email verification api","email","\u002Fimg\u002Fblog\u002Fbest-email-verification-api-2026.png","\u002Fimg\u002Fblog\u002Fbest-email-verification-api-2026-card.png",{"path":1674,"title":1675,"description":209,"publishedAt":1676,"author":722,"category":769,"tags":1677,"readTime":722,"cover":1680,"listingCover":722,"image":722},"\u002Fblog\u002Fakta-pro-is-now-available-on-monid","Akta Pro Is Now Available On Monid","2026-07-07",[1269,1678,1679,1592],"partner-tools","private-markets","\u002Fimg\u002Fblog\u002Fakta-pro-is-now-available-on-monid-v2.png",{"path":1682,"title":1683,"description":1684,"publishedAt":1685,"author":722,"category":769,"tags":1686,"readTime":722,"cover":1689,"listingCover":722,"image":722},"\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",[1269,1678,1687,1688],"voice","phone","\u002Fimg\u002Fblog\u002Fyour-claude-code-can-now-make-phone-calls.png",{"path":1691,"title":1692,"description":1693,"publishedAt":1694,"author":722,"category":769,"tags":1695,"readTime":722,"cover":1698,"listingCover":722,"image":722},"\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",[1696,1269,1697],"3d","creative-tools","\u002Fimg\u002Fblog\u002Fintroducing-suzanne-chatgpt-for-3d-models.png",{"path":1700,"title":1701,"description":1702,"publishedAt":1703,"author":722,"category":769,"tags":1704,"readTime":722,"cover":1707,"listingCover":722,"image":722},"\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",[1269,1697,1705,1706],"image-generation","music-generation","\u002Fimg\u002Fblog\u002Fminimax-is-now-available-on-monid.png",1788552967883]