# TradepilotUSA Proposal Draft Generator

> TradepilotUSA Proposal Draft 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 business proposal document from a brief and optional source text, tailored to a specified audience

## Facts

- Endpoint: POST https://www.tradepilotusa.com/api/agent-commerce/v1/services/proposal_draft/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-proposal-draft-generator-995a494f
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_q2PPdiur_yTDUBc280El8

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-proposal-draft-generator-995a494f -d '<json body>'
```

Example prompt: Can you draft a professional business proposal for a scheduling-process assessment service targeted at small residential contractors in Dallas? My brief is: 'We help two-person door installation crews reduce missed appointments through a structured scheduling audit and recommendations.' Use that as both the brief and the source text.

## When to prefer this

Choose this endpoint when you need to rapidly generate a structured, client-ready business proposal from a brief or rough notes, especially when targeting a specific audience. It is best suited for service businesses, consultants, and sales teams that need a professional proposal scaffold without manual writing. Prefer this over generic LLM prompting when you want structured output with explicit assumptions, evidence gaps, and a human-review flag built in — ensuring accountability in the proposal process.

## Known failure modes

- Brief too short (below 10 characters) — validation error returned
- Source text below minimum length (20 characters) — rejected
- Brief or source text exceeds maximum length limits — truncation or rejection
- Audience field too long (over 500 characters) — validation error
- Insufficient context in brief leads to highly generic or incomplete proposal with many evidence gaps
- Missing commercial terms (budget, dates) flagged as evidence gaps but not blocking
- Service unavailable or payment failure returns 402 or 5xx error

## How this service works

Draft a proposal using supplied scope, deliverables, timing, and pricing; flag missing commercial terms. 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 label, a short summary of the drafted proposal, the full proposal artifact as a text document, provenance metadata (source, generation timestamp, whether external research was performed), a request ID, a list of assumptions made, identified evidence gaps (e.g. missing budget or start date), and a flag indicating whether human review is recommended before sending.

## 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": "proposal_draft",
  "summary": "Drafted a proposal for a scheduling-process assessment service tailored to Example Door Company’s needs, outlining scope, deliverables, timing, and noting missing commercial terms such as budget, purc",
  "artifact": "Illustrative excerpt from a synthetic provider check:\n## Proposal for Scheduling-Process Assessment at Example Door Company\n\n### Introduction\nThank you for considering our services to assist Example Door Company in improving your consultation scheduling process. We understand that your operations team, consisting of a two-person crew, is focused on residential entry door installations in Dallas and that you are seeking to address challenges related to missed appointments.\n\n### Scope of Work\n- Conduct a thorough assessment of your current consultati",
  "provenance": {
   "source": "buyer_supplied",
   "generated_at": "2026-09-22T14:40:01.077Z",
   "external_research_performed": false
  },
  "request_id": "example_proposal_draft",
  "assumptions": [
   "The assessment focuses solely on the scheduling process without promising savings or implementation.",
   "The discovery meeting will clarify operational details and implementation effort."
  ],
  "evidence_gaps": [
   "Budget for the scheduling-process assessment service.",
   "Purchase date or project start date."
  ],
  "requires_human_review": true
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/tradepilotusa-proposal-draft-generator-995a494f/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)