{"uid":"cap_K-yyhRvoFm3xOZC4KGWm4","slug":"synergy-content-classifier-ffb16d58","name":"Synergy Content Classifier","description":"Classify content: topic tags, category, and sentiment with confidence scores.","url":"https://api.exo-trust.com/execute/classify","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"text":{"type":"string"},"sentiment":{"type":"boolean"},"categories":{"type":"array","items":{"type":"string"}}}},"responseSchema":{"type":"json","example":{"result":{"tags":["example"],"category":"example","sentiment":"example","confidence":1},"status":"completed","receipt":{"amount":0.05,"method":"x402","settled":true,"currency":"USDC"},"task_id":"00000000-0000-0000-0000-000000000000"}},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.05","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":"$0.05/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.05","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.05","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_l64jQ8UG_113uv7GHmcXM","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.05","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Classifies text into topic tags and categories, and optionally performs sentiment analysis, returning confidence scores for each classification.","exampleAgentPrompt":"Can you classify this customer review for me — tell me its topic tags, category, and whether the sentiment is positive, negative, or neutral with confidence scores: 'The onboarding was smooth but the pricing feels a bit steep for small teams.'","exampleUseCases":[{"title":"Automated support ticket routing","prompt":"I have a new support ticket that just came in — classify it into one of these categories: 'billing', 'technical', 'account', or 'general', and tell me the sentiment so I know how urgent it is. Here's the text: 'I was charged twice this month and nobody has responded to my emails.'"},{"title":"Content moderation tag labeling","prompt":"Tag this user-submitted forum post with relevant topic tags and assign it a category, and also check if the sentiment is negative so we can flag it for review: 'This product is an absolute scam. Don't waste your money.'"},{"title":"News article topic categorization","prompt":"Classify this news article excerpt into a topic category and pull out the key topic tags — I don't need sentiment for this one. Here's the text: 'The Federal Reserve announced a 0.25% interest rate hike today amid ongoing inflation concerns.'"}],"resultDescription":"Returns topic tags, a category label, and optionally a sentiment classification (positive, negative, or neutral), each accompanied by a confidence score indicating the model's certainty.","failureModes":["Empty or missing 'text' field causes a validation error","Text that is too short or ambiguous may return low confidence scores","Invalid values in the 'categories' array may be ignored or cause errors","Very long texts may be truncated or rejected depending on token limits","Non-English text may yield lower accuracy if multilingual support is limited"],"whenToPreferThis":"Choose this endpoint when you need combined topic tagging, category assignment, and optional sentiment analysis in a single call with confidence scores. It is particularly suited for pipelines that need to route, filter, or triage text content — such as support tickets, reviews, or articles — without building a custom classifier. Prefer this over general-purpose LLM prompting when you need structured, scored output that is consistent and cost-predictable at $0.05 per call.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-15T00:34:12.811Z","isFirstParty":false}