{"uid":"cap_D22Li-ooaq9V9sjaAL-1j","slug":"agentpay-insurance-intent-classifier-c9c399f3","name":"AgentPay Insurance Intent Classifier","description":"Pay-per-call AI services via the 402 Payment Required protocol. No accounts, no API keys — just USDC on Base.","url":"https://agentpay.help/v1/classify-insurance","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"text":{"type":"string","maxLength":5000,"minLength":10,"description":"Customer message or enquiry"}}},"responseSchema":{"type":"json","example":{"line":"home","intent":"claim","urgency":"high","confidence":0.93}},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.02","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":"$0.02/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.02","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.02","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_TcWnPHYiQavb5ujF74Tmk","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.02","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Classifies insurance-related text into intent, urgency, line of business, and confidence score using pay-per-call AI via the x402 protocol","exampleAgentPrompt":"Classify this insurance message and tell me the intent, urgency level, and which line of business it belongs to: 'My car was in an accident yesterday and I need to file a claim as soon as possible.'","exampleUseCases":[{"title":"Automated insurance support triage","prompt":"I have this inbound customer message and need to know if it's a claim, a renewal question, or a cancellation — and how urgent it is: 'I haven't received my policy renewal documents and my coverage expires in two days.'"},{"title":"Claims routing by line of business","prompt":"Can you classify this message to figure out whether it's an auto, home, or life insurance inquiry so I can route it to the right team? The message is: 'There was a fire in my kitchen last night and I need to know what's covered.'"},{"title":"Urgency detection for customer escalation","prompt":"I need to know how urgent this insurance customer message is and what their intent is — escalate if it's critical: 'I've been waiting three weeks for my medical claim reimbursement and I still haven't heard anything.'"}],"resultDescription":"Returns a JSON object containing the detected intent (e.g. file_claim, renew_policy, cancel_policy), urgency level, the line of business (e.g. auto, home, life, health), and a confidence score between 0 and 1 indicating how certain the model is about its classification.","failureModes":["Payment not included or insufficient USDC — returns HTTP 402 Payment Required","Empty or malformed input text — may return low confidence scores or generic classification","Text unrelated to insurance — may produce a low-confidence or incorrect line-of-business classification","Network timeout — retry with same payload as endpoint is idempotent","Ambiguous message with multiple intents — only the dominant intent is returned"],"whenToPreferThis":"Choose this endpoint when you need fast, pay-per-call insurance-specific intent classification without setting up accounts or API keys. Ideal for agents handling insurance customer communications, claim routing pipelines, or support ticket triage where you need structured output (intent + urgency + line of business + confidence) and want to pay only per use in USDC via the x402 protocol.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-14T00:38:04.355Z","isFirstParty":false}