{"uid":"cap_VsOAofFlUN2c64czR0F_b","slug":"tradepilotusa-swot-analysis-from-brief-cd27631c","name":"TradepilotUSA SWOT Analysis from Brief","description":"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.","url":"https://www.tradepilotusa.com/api/agent-commerce/v1/services/swot_from_brief/execute?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"brief":{"type":"string","maxLength":12000,"minLength":10},"audience":{"type":"string","maxLength":500},"source_text":{"type":"string","maxLength":32000,"minLength":20}}},"responseSchema":{"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}},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.25","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.25/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.25","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.25","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_ECbMeN6Hzz5qOBobCQrJM","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.25","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Generates a structured SWOT analysis (Strengths, Weaknesses, Opportunities, Threats) from a user-supplied business brief and optional source text","exampleAgentPrompt":"Can you run a SWOT analysis on my business brief for Apex Roofing Services — we're a residential roofing contractor in Austin targeting homeowners recovering from storm damage — here's the brief: 'Apex Roofing Services specializes in storm damage repair and full roof replacements for single-family homes in the Austin metro. We operate a 5-person crew and handle insurance claims coordination for customers.' Audience is residential homeowners in central Texas.","exampleUseCases":[{"title":"SWOT for new service launch","prompt":"I'm about to launch a mobile car detailing service in Phoenix targeting busy professionals. Here's my business brief: 'DetailGo offers on-site vehicle detailing at offices and homes, using eco-friendly products, with bookings via app. Current capacity is 3 vans and 6 technicians.' Can you generate a SWOT analysis for this? Audience: suburban professionals aged 30-50."},{"title":"Investor pitch preparation","prompt":"I need a SWOT analysis to include in my investor deck for my bakery, Sweet Grain Co. Here's the brief: 'Sweet Grain Co. is an artisan sourdough bakery in Nashville with a retail storefront and wholesale accounts at 8 local restaurants. We produce 400 loaves weekly.' Please analyze strengths, weaknesses, opportunities, and threats. Audience: seed-stage investors."},{"title":"Consultant client deliverable","prompt":"My client is a mid-size landscaping company called GreenEdge Outdoors in Denver. Their brief reads: 'GreenEdge provides residential and commercial landscaping, snow removal, and irrigation installation. They have 12 full-time employees and serve 200 recurring customers annually.' Generate a SWOT analysis I can present to their leadership team. Audience: company executives and board members."}],"resultDescription":"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.","failureModes":["Brief or source_text too short (below minLength of 10/20 characters) — returns validation error","Brief or source_text exceeds character limit (12,000 / 32,000) — returns payload too large error","Missing required 'brief' field — returns schema validation error","Insufficient context in brief for meaningful SWOT — model may return heavily assumption-laden output with many evidence gaps","Payment not completed (x402 protocol) — returns 402 Payment Required before analysis is run"],"whenToPreferThis":"Choose 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.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-02T01:18:45.607Z","isFirstParty":false,"canonicalSlug":"tradepilotusa-swot-analysis-from-brief-cd27631c"}