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AgentPay Insurance Intent Classifier
x402
AgentPay Insurance Intent Classifier is a paid API for AI agents from agentpay.help, paid per call via x402, $0.02/call, status unknown (last checked 2026-09-14).
Classifies insurance-related text into intent, urgency, line of business, and confidence score using pay-per-call AI via the x402 protocol
Price / call$0.02
Success—
StatusUnknown
How this service works
Pay-per-call AI services via the 402 Payment Required protocol. No accounts, no API keys — just USDC on Base.
Output
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.
Example use cases
Automated insurance support triage
“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.'”
Claims routing by line of business
“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.'”
Urgency detection for customer escalation
“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.'”
Technical details
Endpoint
POSThttps://agentpay.help/v1/classify-insuranceWhen to prefer
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.
Side effects
- 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
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| text | string | Customer message or enquiry |
Output
Schema · Response
{
"type": "json",
"example": {
"line": "home",
"intent": "claim",
"urgency": "high",
"confidence": 0.93
}
}Tags
x402
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