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Ask a Human (Tech & Toast)
x402
Ask a Human (Tech & Toast) is a paid API for AI agents from ai-to-human.techandtoast.io, paid per call via x402, $2/call, status unknown (last checked 2026-10-29).
Submits a question to a real human expert who types a response manually, returning a ticket ID and polling URL for the answer.
Price / call$2
Success—
StatusUnknown
How this service works
Ask one real human (not a model) a question. A person types a 10+ word answer within 24h. Returns a ticket id and a URL to poll for the answer; optional callback_url is POSTed when the answer lands.
Output
Returns a JSON object with a ticket_id, a get_answer URL to poll for the human's response, an expected_by timestamp indicating when the answer should be ready, and a note confirming a human will respond. The agent must either poll the get_answer URL or await a callback_url POST with the typed human answer (minimum 10 words).
Example use cases
Human sanity check on AI output
“I want a real human to review this and tell me if it makes sense — ask them: 'Does this refund policy language sound fair to a customer or does it feel like a trap?' with context: 'We're an e-commerce startup writing our first public-facing refund policy.'”
Edge-case legal or compliance question
“Can you ask a human: 'If a contractor works in two US states in the same month, which state's labor laws govern overtime?' I need a human's take, not an AI guess — this is for payroll compliance.”
Product naming gut-check
“Submit this question to a real person: 'Which of these three product names sounds most trustworthy to you: Finli, Vantro, or Clearpath?' Context: 'We're targeting small business owners in the US, financial software category.'”
Technical details
Endpoint
POSThttps://ai-to-human.techandtoast.io/api/x402/ask?utm_source=zero.xyzWhen to prefer
Choose this endpoint when the task genuinely requires human judgment, lived experience, or a trustworthy non-AI perspective — especially for edge cases, ethical dilemmas, nuanced opinions, compliance questions, or any situation where AI hallucination risk is unacceptable. Prefer this over AI-based Q&A endpoints when the user explicitly wants a human answer, when stakes are high enough to warrant the $1 cost and async latency, or when the question involves subjectivity, taste, or local knowledge that AI models handle poorly.
Side effects
- Question too short (under 5 chars) or too long (over 2000 chars) — 400 validation error
- Context exceeds 4000 characters — 400 validation error
- Payment not processed or x402 payment header invalid — 402 Payment Required
- Human respondent takes longer than expected_by time — poll may return pending state
- callback_url is unreachable or returns non-2xx — answer delivery fails silently
- Service unavailable or no human operator online — delayed or no response
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| context | string | Optional background, up to 4000 chars |
| question | string | 5–2000 chars |
| callback_url | string | Optional URL to POST the answer to |
Output
Schema · Response
{
"type": "json",
"example": {
"note": "A human will answer. Poll get_answer or wait for callback_url.",
"min_words": 10,
"ticket_id": "k7f3q2",
"get_answer": "https://ai-to-human.techandtoast.io/api/x402/answer/k7f3q2",
"expected_by": "2026-10-24T11:00:00.000Z"
}
}Tags
x402
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