expertise

Gold-standard competitive deep dive — STRUCTURED multi-source data (no LLM narrative). Pair tool: `competitor_intel` for

Gold-standard competitive deep dive — STRUCTURED multi-source data (no LLM narrative). Pair tool: competitor_intel for LLM-narrated board briefing + slide script. Aggregates Wikipedia, Yahoo Finance, SEC EDGAR, Wayback Machine, DuckDuckGo, HackerNews, domain scraping — all keyless. Returns agent-shaped JSON: KPIs (funding, employees, revenue, market cap), P0/P1/P2 competitive signals, pricing radar, competitor comparison matrix, Wayback timeline, positioning (sector/industry/icp_hypothesis/moat_signals), quality score. Every field is sourced or marked unavailable — no hallucinated figures. SLA: p50 ~25s, p95 ~30s · score 80+ on listed targets (US/EU/foreign) · score ~40 on private companies (no EDGAR/Yahoo data). Use sync for batch agents (≤30s tolerance). Use competitive_deep_dive_async + competitive_deep_dive_result(job_id) for conversational agents. Inputs: company name or domain (required), optional competitor list (≤5), optional depth (easy/medium/hard).

post/api/v1/call/competitive_deep_dive

Request

  • Base URL: https://mcp.gapup.io
  • URL: https://mcp.gapup.io/api/v1/call/competitive_deep_dive
  • Auth: HTTP bearer

Request body

companystring required

Name or domain of the target company (e.g. 'Salesforce', 'notion.so', 'HubSpot CRM')

competitorsstring[]

Optional list of competitor names or domains to include in the comparison matrix (max 5)

depth'easy' | 'medium' | 'hard'

Research depth: 'easy' = Wikipedia + DDG (fast, ~15s); 'medium' = + Yahoo Finance + EDGAR + Wayback (default, ~45s); 'hard' = + HackerNews + domain surfaces + competitor deep dive (~120s)

asyncboolean

If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts.

Response

Tool result

toolstring
request_idstring
source'rest-api'
msnumber

Changes

No recorded changes to this operation across all 1 revision of this API.