{"uid":"cap_WBRvFxdpCdsicz47gRXEa","slug":"orbonomy-llm-text-classifier-432bcb8c","name":"Orbonomy LLM Text Classifier","description":"50+ pay-per-call API endpoints across accommodation, AI, content, fact-checking, and data services. Powered by x402 protocol.","url":"https://www.orbonomy.xyz/api/llm/classify","method":"POST","headers":{},"bodySchema":{"type":"object","required":["task","text"],"properties":{"task":{"type":"string"},"text":{"type":"string"}}},"responseSchema":{"type":"object","properties":{"success":{"type":"boolean"}}},"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_aW0KVBaWNqLjpXMhvsnq2","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 or categorizes a given text string according to a specified task using an LLM backend","exampleAgentPrompt":"Classify this customer message as 'complaint', 'question', or 'compliment' using Orbonomy's LLM classifier: \"Your delivery arrived two days late and the package was damaged.\"","exampleUseCases":null,"resultDescription":"Returns a JSON object with a success boolean and the classification result for the submitted text according to the specified task.","failureModes":["Missing required field 'task' or 'text' returns a 400 error","Payment not provided or insufficient returns a 402 Payment Required","Invalid or malformed JSON body returns a 400 error","LLM backend timeout may return a 500 or timeout error","Ambiguous task description may yield an unexpected or low-confidence classification"],"whenToPreferThis":"Use this endpoint when you need a quick, pay-per-call LLM-backed text classification without managing your own model infrastructure. Ideal for ad hoc labeling, content moderation checks, or intent detection tasks where you provide the classification schema via the task parameter.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-14T00:54:20.963Z","isFirstParty":false}