{"uid":"cap_BIpw7UW9a-5BoKKNuMBh2","slug":"tradepilotusa-competitor-comparison-analysis-a234cc28","name":"TradepilotUSA Competitor Comparison Analysis","description":"Compare supplied competitor information using an explicit matrix and cite which provided source supports each claim. 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/competitor_comparison/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":"competitor_comparison","summary":"The supplied information only includes details about the Example Door Company, with no competitor data provided. Consequently, a comparative matrix is limited to a single entity and highlights signifi","artifact":"Illustrative excerpt from a synthetic provider check:\n### Competitor Comparison Matrix for Scheduling-Process Assessment Services\n\n| Feature / Criterion               | Example Door Company (Fictional)                         | Competitor A (Data Missing) | Competitor B (Data Missing) |\n|---------------------------------|----------------------------------------------------------|-----------------------------|-----------------------------|\n| Industry                        | Residential entry door installation in Dallas            | N/A             ","provenance":{"source":"buyer_supplied","generated_at":"2026-09-22T14:40:17.737Z","external_research_performed":false},"request_id":"example_competitor_comparison","assumptions":["Only the Example Door Company data was provided by the buyer.","No competitor information was included in the source text."],"evidence_gaps":["Competitor data including features, pricing, and implementation details.","Customer outcomes or savings metrics for competitors."],"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_k39QUxPln4ZA0CP3-wPyi","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 competitor comparison matrix from supplied business text, identifying feature gaps, strengths, and positioning differences between the subject company and its rivals.","exampleAgentPrompt":"Can you run a competitor comparison for my business, Apex HVAC Services, against the local market? My brief is that we focus on commercial HVAC maintenance in Austin with 24/7 response times, and here's the source text with details about us and two competitors, CoolTech and AirPro Solutions — I need this framed for a sales audience.","exampleUseCases":[{"title":"Pitch deck competitive positioning","prompt":"I'm preparing a pitch deck for investors and need a competitor comparison matrix for my SaaS scheduling tool versus Calendly and Acuity Scheduling. Here's my brief: we offer AI-driven scheduling for healthcare clinics. The audience is B2B SaaS investors. Can you analyze this source text I have on all three companies and generate the comparison?"},{"title":"Small business market differentiation","prompt":"I run a residential door installation company in Dallas and I want to understand how we stack up against two local competitors. Here's a brief about our services and pricing, plus notes I've gathered on the competitors — can you build a side-by-side comparison matrix so I can figure out where we have an edge? This is for our internal sales team."},{"title":"Go-to-market competitive gap analysis","prompt":"We're launching a new project management tool and I need to know where we're weak compared to Asana and Monday.com. I have a detailed brief on our product features and a long block of source text with info on all three tools — can you produce a competitor comparison with evidence gaps and assumptions called out? The audience is our go-to-market team."}],"resultDescription":"Returns a JSON object containing a structured competitor comparison matrix as a markdown artifact, a plain-language summary, provenance details (source, timestamp, whether external research was performed), a list of assumptions made during analysis, identified evidence gaps where competitor data was missing, a unique request ID, and a flag indicating whether human review is recommended.","failureModes":["Source text too short (below 20 characters) returns a validation error","Brief too short (below 10 characters) returns a validation error","Missing competitor data in source text results in a partial matrix with evidence gaps noted and requires_human_review set to true","Input exceeding max length limits (12,000 chars for brief, 32,000 for source text) will be rejected","Payment failure via x402 protocol prevents execution","Ambiguous or incomplete competitor descriptions lead to assumptions being inserted rather than factual comparisons"],"whenToPreferThis":"Choose this endpoint when you have unstructured text describing one or more businesses and need a structured, formatted competitor comparison matrix generated on demand. It is especially useful when you already have raw notes, briefs, or scraped content about competitors and want them synthesized into a side-by-side analysis without manual research. Prefer this over general-purpose LLM calls when you want consistent provenance tracking, explicit evidence gap reporting, and assumption documentation baked into the output format.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-01T12:42:21.177Z","isFirstParty":false,"canonicalSlug":"tradepilotusa-competitor-comparison-analysis-a234cc28"}