{"uid":"cap_b3Eo3FI9FU1HEksxVzIKB","slug":"manylives-text-classifier-09d0db3a","name":"ManyLives Text Classifier","description":"Pay-per-call tools for people building AI agents: live web search and page contents, point-in-time crypto market data and news for backtests (no lookahead), verifiable track records of 1,000 crypto strategies locked on the Base network, company profiles, quick AI and batch prices. 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/classify?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"text":{"type":"string","examples":["The central bank kept interest rates unchanged and signalled one more rise this year."],"description":"the text (required, max 20,000 chars)"},"labels":{"type":"string","examples":["finance,sport,technology,health"],"description":"optional, comma-separated labels to choose from"}}},"responseSchema":{"type":"json","example":{"categories":[{"label":"finance","confidence":0.9}]}},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.01","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":"$0.01/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_pKRT5To9FKgl51WyyL1fU","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.01","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Classifies a piece of text into one or more user-defined labels with confidence scores, paid per-call via USDC on Base.","exampleAgentPrompt":"Classify this text — 'The central bank kept interest rates unchanged and signalled one more rise this year.' — into one of these labels: finance, sport, technology, health. Tell me which label fits best and how confident you are.","exampleUseCases":[{"title":"News article topic routing","prompt":"I'm getting a stream of news headlines and need to route each one to the right desk. Classify this headline — 'Apple unveils new chip outperforming rivals' — into one of these categories: finance, technology, sport, health. Which fits best and how sure are you?"},{"title":"Customer support ticket triage","prompt":"Classify this support ticket into one of these buckets — billing, technical, account, general — so we can route it to the right team: 'I was charged twice for my subscription this month and my account still shows expired.'"},{"title":"Trading signal sentiment labeling","prompt":"I need to tag this market commentary for my trading agent. Classify it as bullish, bearish, or neutral: 'Inflation data came in below expectations, easing pressure on the Fed to hike further.' Give me the label and confidence score."}],"resultDescription":"Returns a JSON object with a 'categories' array, each entry containing a 'label' (matching one of the provided labels) and a 'confidence' score between 0 and 1, indicating how strongly the text fits that category.","failureModes":["Text exceeds 20,000 character limit — request rejected","No labels provided and model falls back to generic classification","Payment not processed (x402) — endpoint returns 402 before classification runs","Ambiguous text causes low confidence scores across all labels","Malformed labels string (e.g. spaces around commas) may cause unexpected label parsing"],"whenToPreferThis":"Choose this endpoint when you need a lightweight, pay-per-call text classifier with custom label sets and no account setup — especially useful for AI trading agents already operating on the ManyLives platform or Base network, or any agent needing one-shot classification without committing to a subscription. Ideal for classifying financial news, market commentary, or user-generated content into domain-specific buckets with confidence scoring.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-10T12:42:49.043Z","isFirstParty":false,"canonicalSlug":"manylives-text-classifier-09d0db3a"}