{"uid":"cap_WKWttreF8e3REet8HEsKG","slug":"tradepilotusa-company-summary-generator-eeb3036b","name":"TradepilotUSA Company Summary Generator","description":"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.","url":"https://www.tradepilotusa.com/api/agent-commerce/v1/services/company_summary/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":"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}},"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_vP3Q3SDVcXYGBukmhSs8f","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 AI-written summary of a company's business model, offerings, and operations from supplied text or brief","exampleAgentPrompt":"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.","exampleUseCases":[{"title":"Sales prospect profiling before outreach","prompt":"Here's the text from a prospect's website about their business — can you generate a structured company summary I can use before my sales call? The company is a Houston-based HVAC installer serving residential customers. Target audience is my sales team."},{"title":"CRM enrichment for new leads","prompt":"I just got a new lead form submission from a landscaping company in Phoenix. Here's what they wrote about themselves in the intake form. Can you produce a company summary — business model, offerings, any gaps in what they told us — so I can load it into our CRM?"},{"title":"Analyst briefing on a target account","prompt":"I need a quick business intelligence brief on this company for our analyst team. Here's a 2-page description of their operations: they're a regional freight brokerage in the Midwest handling LTL shipments. Summarize their model, offerings, and flag any information we're still missing."}],"resultDescription":"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.","failureModes":["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"],"whenToPreferThis":"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.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-02T06:47:01.024Z","isFirstParty":false,"canonicalSlug":"tradepilotusa-company-summary-generator-eeb3036b"}