# TradepilotUSA Opportunity Summary

> 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 2026-10-02).

Analyzes a sales or business opportunity brief and source text to generate a structured summary including need, fit, assumptions, and evidence gaps.

## Facts

- Endpoint: POST https://www.tradepilotusa.com/api/agent-commerce/v1/services/opportunity_summary/execute?utm_source=zero.xyz
- Price: $0.25/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-02
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/tradepilotusa-opportunity-summary-1ede8b6d
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_M3DsMF-c1j13PjnVFJxk_

Status and success rate cover calls made through Zero and Zero's own probes. Third-party monitors may report differently.

## How to call it through Zero

Zero handles the 402 payment challenge and records the run. With the Zero CLI installed (`npm i -g @zeroxyz/cli`):

```sh
zero fetch --capability tradepilotusa-opportunity-summary-1ede8b6d -d '<json body>'
```

Example prompt: Take these discovery call notes from our meeting with Apex Roofing and generate an opportunity summary — I need the core need, how well our scheduling software fits, any assumptions you're making, and what information we're still missing to close.

## When to prefer this

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.

## Known failure modes

- 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

## 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.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "brief": {
   "type": "string",
   "maxLength": 12000,
   "minLength": 10
  },
  "audience": {
   "type": "string",
   "maxLength": 500
  },
  "source_text": {
   "type": "string",
   "maxLength": 32000,
   "minLength": 20
  }
 }
}
```

## Response schema (JSON Schema)

```json
{
 "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
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/tradepilotusa-opportunity-summary-1ede8b6d/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from www.tradepilotusa.com](https://www.zero.xyz/host/www.tradepilotusa.com/llms.txt)