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TradepilotUSA Opportunity Summary
x402
TradepilotUSA Opportunity Summary is a paid API for AI agents from www.tradepilotusa.com, paid per call via x402, $0.25/call, status unknown (last checked 2026-09-29).
Analyzes a sales or business opportunity brief and source text to generate a structured summary including need, fit, assumptions, and evidence gaps.
Price / call$0.25
Success—
StatusUnknown
How this service works
Summarize supplied opportunity notes into need, fit, constraints, stakeholders, risks, and next actions. Uses buyer-supplied information only; no external research or outbound actions. Returns a draft for human review.
Output
Returns a structured JSON object with a short opportunity summary sentence, a detailed artifact breaking down the prospect's Need and Fit, a list of assumptions made during analysis, a list of evidence gaps (open questions), a provenance block indicating the source and generation timestamp, a request_id, and a requires_human_review flag indicating whether the output should be reviewed before acting on it.
Example use cases
Post-discovery call opportunity brief
“I just finished a discovery call with Greenfield HVAC — here are my notes. Can you turn them into a structured opportunity summary that covers their core need, how our field service solution fits, key assumptions, and what we still need to find out before we can move forward?”
Qualifying inbound leads for sales team
“We got an inbound inquiry from a plumbing contractor asking about our dispatch software. Here's the email thread. Summarize the opportunity for the sales team — what's the prospect's need, how strong is the fit, and what questions do we still need answered?”
Proposal readiness check before submission
“Before we send this proposal to Lakewood Electrical, can you analyze the opportunity brief and the RFP document and tell me if there are any evidence gaps or assumptions we're relying on that we haven't validated yet?”
Technical details
Endpoint
POSThttps://www.tradepilotusa.com/api/agent-commerce/v1/services/opportunity_summary/execute?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to convert raw sales notes, discovery call transcripts, RFP documents, or prospect emails into a structured opportunity brief with explicit need/fit breakdown, assumptions, and evidence gaps. It is purpose-built for B2B sales operations workflows within TradepilotUSA. Prefer it over generic summarization tools when you need sales-domain-specific output fields like fit assessment and evidence gaps rather than a plain text summary.
Side effects
- brief or source_text too short (below minLength) — returns validation error
- source_text exceeds 32,000 character limit — request rejected
- brief exceeds 12,000 character limit — request rejected
- insufficient detail in inputs to produce meaningful analysis — may return low-confidence or generic output
- payment failure or insufficient USDC balance — 402 response
- malformed JSON body — 400 response
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| brief | string | |
| audience | string | |
| source_text | string |
Output
Schema · Response
{
"type": "json",
"example": {
"task": "opportunity_summary",
"summary": "Example Door Company seeks to improve its residential consultation scheduling to reduce missed appointments. The operations manager is the key stakeholder, and the current proposal is a scheduling-pro",
"artifact": "Illustrative excerpt from a synthetic provider check:\n## Opportunity Summary for Example Door Company\n\n### Need\nThe operations manager at Example Door Company seeks to improve the scheduling process for residential entry door consultations, specifically addressing issues with missed appointments.\n\n### Fit\nThe proposed engagement is a scheduling-process assessment aimed at identifying inefficiencies and potential improvements in consultation scheduling. This aligns with the operations manager's expressed interest in enhancing scheduling effectivenes",
"provenance": {
"source": "buyer_supplied",
"generated_at": "2026-09-22T14:40:37.256Z",
"external_research_performed": false
},
"request_id": "example_opportunity_summary",
"assumptions": [
"The operations manager is the primary decision-maker or influencer for scheduling improvements.",
"Installation crews' workflow may be impacted by scheduling changes and should be considered in solution design."
],
"evidence_gaps": [
"Budget allocated or available for scheduling improvements.",
"Target purchase or decision timeline."
],
"requires_human_review": true
}
}Tags
x402
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