TradepilotUSA SWOT Analysis from Brief 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).
Generates a structured SWOT analysis (Strengths, Weaknesses, Opportunities, Threats) from a user-supplied business brief and optional source text
Create a SWOT using supplied evidence, distinguishing facts from hypotheses and proposing validation steps. Uses buyer-supplied information only; no external research or outbound actions. Returns a draft for human review.
Returns a structured SWOT analysis artifact with labeled Strengths, Weaknesses, Opportunities, and Threats sections differentiated by facts vs. hypotheses, plus a plain-language summary, a list of assumptions made, identified evidence gaps, a flag indicating whether human review is recommended, and provenance metadata including whether external research was performed.
POSThttps://www.tradepilotusa.com/api/agent-commerce/v1/services/swot_from_brief/execute?utm_source=zero.xyzChoose this endpoint when you need a fast, structured SWOT analysis generated directly from a business brief or document without requiring external data sources. It is ideal for consultants, business owners, and analysts who already have a written description of a business or project and want a formatted strategic analysis ready for presentations, proposals, or internal planning. Prefer this over generic LLM prompting when you need consistent output structure with provenance tracking, assumption logging, evidence gap flagging, and a human-review indicator built in.
| Field | Type | Description |
|---|---|---|
| brief | string | |
| audience | string | |
| source_text | string |
{
"type": "json",
"example": {
"task": "swot_from_brief",
"summary": "The SWOT analysis identifies strengths such as established service parameters and weaknesses including lack of data on current scheduling. Opportunities and threats are hypothesized around vendor prop",
"artifact": "Illustrative excerpt from a synthetic provider check:\n## SWOT Analysis for Example Door Company Scheduling Improvement Project\n\n### Strengths (Facts)\n- Established service: installs residential entry doors in Dallas.\n- Uses a two-person crew, which may simplify scheduling logistics.\n- Consultations are held on weekdays, providing a defined time window.\n\n### Weaknesses (Facts)\n- Current booking volume is unknown, limiting understanding of scheduling demand.\n- Customer feedback on scheduling and service is not available.\n- No data on current scheduli",
"provenance": {
"source": "buyer_supplied",
"generated_at": "2026-09-22T14:41:14.523Z",
"external_research_performed": false
},
"request_id": "example_swot_from_brief",
"assumptions": [
"The two-person crew and weekday consultations are consistent and stable operational factors.",
"Vendor proposals are limited to the described assessments and workshops without additional services."
],
"evidence_gaps": [
"Current booking volume and scheduling performance metrics.",
"Customer feedback related to scheduling and consultations."
],
"requires_human_review": true
}
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