{"uid":"cap_FVp8J21cZ_K7n1xz8uaUC","slug":"manylives-channel-sameness-check-fccc9cd5","name":"ManyLives Channel Sameness Check","description":"Pay-per-call tools for people building AI agents: live web search and page contents, prompt-injection checks, market data and risk sizing for trading agents, company profiles and quick AI. Ask us to turn a public website into a JSON endpoint. Pay per call, no account, free trial.","url":"https://api.manylives.me/paid/text/channel-sameness-check?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"uploads":{"type":"string","examples":[[{"title":"Bedtime Story 1: The Little Fox","script":"Once upon a time a little fox named Fifi lived in a quiet green forest near the river and found a golden key."},{"title":"Bedtime Story 2: The Little Fox","script":"Once upon a time a little fox named Momo lived in a quiet green forest near the river and found a golden key."},{"title":"Why octopuses have three hearts","script":"Two hearts push blue copper-based blood through the gills while the third serves the body, and it stops when they swim."}]],"description":"list of 3-50 videos, newest first: {title, script?, description?} or plain text"}}},"responseSchema":{"type":"json","example":{"uploads":4,"compared":"full script and description text","findings":["6 pairs of uploads are near-duplicates (50%+ of their wording in common)","100% of titles follow one pattern: bedtime … story … # … little … fox"],"sameness":"high","title_pattern":{"words":["bedtime","story","#","little","fox"],"share_of_titles":1},"mean_similarity":0.84,"near_duplicates":[{"a":1,"b":2,"similarity":0.84}]}},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.003","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.003/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.003","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.003","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_VQ9Q9UjkgIZnuPkXRTcW1","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.003","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Analyzes a list of video titles and scripts to detect near-duplicate content and repetitive title patterns across a channel's uploads","exampleAgentPrompt":"Check these 5 video scripts from my kids' YouTube channel for near-duplicate content and repetitive title patterns — here are the titles and scripts in order from newest to oldest.","exampleUseCases":[{"title":"Kids channel duplicate content audit","prompt":"I have 12 bedtime story videos on my channel and I'm worried they're too similar to each other. Here are the titles and scripts from newest to oldest — can you tell me which ones are near-duplicates and whether my titles follow a repetitive pattern?"},{"title":"Content farm detection before channel review","prompt":"Before I submit this batch of 20 educational videos for monetization review, can you check if too many of them share the same script or title structure? Here are the titles and descriptions."},{"title":"Scriptwriter repetition quality check","prompt":"I've written 8 product explainer video scripts this week and I want to make sure I'm not accidentally reusing too much of the same wording. Can you compare them all and flag any pairs that are more than 50% similar?"}],"resultDescription":"Returns a JSON object with: total number of uploads analyzed, a sameness rating (e.g. 'high', 'low'), mean similarity score across all pairs, list of near-duplicate pairs with pairwise similarity scores, a title_pattern object showing repeated words and what share of titles match, and a findings array with plain-English summaries of the most important patterns detected.","failureModes":["Fewer than 3 uploads provided — minimum input size not met","Uploads list exceeds 50 items — maximum batch size exceeded","Missing both script and description fields — no text to compare","Non-string or malformed upload objects cause parsing errors","Very short scripts may produce unreliable similarity scores"],"whenToPreferThis":"Use this endpoint when you need to detect near-duplicate video scripts or repetitive title patterns across a batch of 3–50 uploads — especially for YouTube channels, content libraries, or scriptwriting workflows where over-repetition is a quality or monetization risk. Prefer this over generic text-diff tools because it returns channel-level aggregate signals (sameness rating, title pattern, mean similarity) alongside pairwise duplicate pairs in a single call.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-30T19:04:50.341Z","isFirstParty":false,"canonicalSlug":"manylives-channel-sameness-check-fccc9cd5"}