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TradepilotUSA Testimonial Questions Generator
x402
TradepilotUSA Testimonial Questions Generator is a paid API for AI agents from www.tradepilotusa.com, paid per call via x402, $0.25/call, status unknown (last checked 2026-10-02).
Generates a set of neutral, structured interview questions designed to elicit authentic customer testimonials and outcome stories based on a business brief and audience description.
Price / call$0.25
Success—
StatusUnknown
How this service works
Develop neutral interview questions to collect genuine customer outcomes and usable testimonials. Uses buyer-supplied information only; no external research or outbound actions. Returns a draft for human review.
Output
Returns a JSON object containing a task identifier, a brief summary of the generated questions, the full artifact with the numbered interview questions, provenance metadata (source, generation timestamp, whether external research was performed), a request ID, a list of assumptions made, identified evidence gaps, and a flag indicating whether human review is recommended.
Example use cases
Testimonial interview script for service business
“I need a set of interview questions to collect genuine testimonials from clients of my landscaping company — the audience is suburban homeowners who hired us for full yard redesigns. Generate me a clear, neutral question set I can use in customer calls.”
Case study questions for B2B software company
“Draft me a list of structured questions I can ask enterprise clients to gather testimonial content and outcome stories for our project management software — the audience is operations managers at mid-sized manufacturing firms.”
Review collection questions for e-commerce brand
“Generate interview questions to help my online skincare brand collect authentic customer stories and outcomes — target audience is women aged 25-45 who purchased our anti-aging serum line. Keep the questions neutral and practical.”
Technical details
Endpoint
POSThttps://www.tradepilotusa.com/api/agent-commerce/v1/services/testimonial_questions/execute?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to programmatically generate structured, neutral customer testimonial interview questions tailored to a specific business context and audience. It is ideal for marketing teams, CX professionals, or agents automating the creation of customer feedback collection scripts. Prefer this over generic LLM prompting when you need a consistent, structured output format with provenance metadata, assumptions, and evidence gaps documented.
Side effects
- Brief too short (below 10 characters) returns validation error
- Source text exceeds 32,000 character limit returns 400 error
- Missing required brief field returns schema validation error
- Ambiguous or extremely vague brief may produce generic questions with low relevance
- Network timeout on slow connections may fail to return response
- Payment failure via x402 protocol blocks request execution
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| brief | string | |
| audience | string | |
| source_text | string |
Output
Schema · Response
{
"type": "json",
"example": {
"task": "testimonial_questions",
"summary": "Developed a set of neutral, clear, and practical interview questions aimed at gathering authentic customer experiences and testimonials for a residential door installation company. The questions avoid",
"artifact": "Illustrative excerpt from a synthetic provider check:\n## Interview Questions to Collect Customer Outcomes and Testimonials for Example Door Company\n\n1. Can you describe the process you went through when requesting a consultation with the company?\n2. How clear and helpful was the information provided during your consultation?\n3. What factors influenced your decision to choose this company for your door installation?\n4. How would you describe your experience with the installation process?\n5. Were there any challenges or surprises during the project? ",
"provenance": {
"source": "buyer_supplied",
"generated_at": "2026-09-22T14:39:17.534Z",
"external_research_performed": false
},
"request_id": "example_testimonial_questions",
"assumptions": [
"The company wants to collect genuine customer feedback and testimonials.",
"The brand voice should remain clear and practical."
],
"evidence_gaps": [
"No actual customer feedback or testimonials are supplied.",
"No data on customer satisfaction or outcomes from installations."
],
"requires_human_review": true
}
}Tags
x402
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