# TradepilotUSA Company Summary Generator

> TradepilotUSA Company Summary 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 structured AI-written summary of a company's business model, offerings, and operations from supplied text or brief

## Facts

- Endpoint: POST https://www.tradepilotusa.com/api/agent-commerce/v1/services/company_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-company-summary-generator-eeb3036b
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_WKWttreF8e3REet8HEsKG

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-company-summary-generator-eeb3036b -d '<json body>'
```

Example prompt: I need a structured company summary for a prospective client — here's a 500-word description of their business: 'Acme Roofing is a Dallas-based commercial roofing contractor serving mid-size property managers, deploying three-person crews and offering emergency repair, full replacement, and maintenance contracts.' Generate the summary for a sales team audience.

## When to prefer this

Choose this endpoint when you need to quickly generate a structured, human-readable company profile from unstructured text — especially for sales enablement, CRM enrichment, or prospect research workflows. Prefer this over generic LLM prompting when you need a consistent output schema with provenance tracking, assumption logging, and evidence gap identification built in.

## Known failure modes

- source_text or brief too short (below minLength thresholds) — returns validation error
- Input text exceeds maxLength limits (32,000 chars for source_text) — returns 400
- Ambiguous or contradictory company information may produce low-confidence summaries with many evidence gaps
- requires_human_review flag set to true when output confidence is low
- Payment failure via x402 protocol results in 402 response before processing

## How this service works

Summarize only supplied company sources into business model, offerings, customers, and evidence gaps. Uses buyer-supplied information only; no external research or outbound actions. Returns a draft for human review.

## Output

Returns a structured JSON object containing: a short summary paragraph, a longer artifact with sections like Business Model and Offerings, provenance metadata (source, timestamp, whether external research was performed), a request ID, a list of assumptions made during generation, a list of evidence gaps (missing information), and a flag indicating whether human review is recommended.

## 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": "company_summary",
  "summary": "Example Door Company is a Dallas-based residential door installation business using two-person crews. They are considering a scheduling-process assessment to improve consultation scheduling, particula",
  "artifact": "Illustrative excerpt from a synthetic provider check:\n## Business Model\n\nExample Door Company operates as a residential entry door installation service based in Dallas. Their business model involves deploying a two-person crew to perform door installations at customer residences.\n\n## Offerings\n\nThe company currently offers installation services for residential entry doors. There is a proposed offering under consideration: a scheduling-process assessment aimed at improving consultation scheduling. This assessment is intended to address issues such a",
  "provenance": {
   "source": "buyer_supplied",
   "generated_at": "2026-09-22T14:39:34.846Z",
   "external_research_performed": false
  },
  "request_id": "example_company_summary",
  "assumptions": [
   "The operations manager is the primary internal decision-maker for scheduling improvements.",
   "The scheduling-process assessment is a consulting service rather than a product or software."
  ],
  "evidence_gaps": [
   "Budget and purchase timeline for the scheduling-process assessment.",
   "Detailed scope and deliverables of the scheduling-process assessment."
  ],
  "requires_human_review": true
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/tradepilotusa-company-summary-generator-eeb3036b/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)