cyberneticlibrary

Research competitor brand and strategy

competitor-researchskillsetup L2679
gooseworks-ai/goose-skills

Causal-lift measurements

competitive-intelligence+5pp vs no-skill baselinewith-skill 64% · baseline 59%

Measured by running the task with and without this artifact, K=5, graded by deterministic checks — no LLM judging.

What it does

Gather competitive intelligence via brand, team, pricing, and strategy research

Best for

One-time comprehensive competitive baseline research when a new competitor emerges or you're planning a differentiation strategy — not for continuous monitoring.

Inputs
  • · Competitor domain (e.g., competitor.com)
  • · Competitor name (for team research)
  • · Optional: known similar companies for EXA findSimilar
Outputs
  • · Company overview (brand-dev API)
  • · Similar/related competitors (Exa)
  • · Product details, pricing, features (scrapegraph smartscraper)
  • · Key team members (fiber people-search)
Requires
  • · Gooseworks proxy API (brand-dev, scrapegraph, exa, fiber endpoints)
  • · Gooseworks credentials in ~/.gooseworks/credentials.json
  • · Bearer token authentication (GOOSEWORKS_API_KEY)
Preconditions
  • · Competitor must have public website and pricing page
  • · Must have ~/.gooseworks/credentials.json with api_key
  • · If credentials missing, user must run: npx gooseworks login
Failure modes
  • · Sparse if competitor has limited public information (private company, no testimonials, limited team bios)
  • · Pricing scraping fails if pricing page is JS-rendered or behind login
  • · Similar company discovery (EXA) misses niche competitors not indexed well
  • · Team discovery may find outdated org charts or leaked employees
Trust signals
  • · Four-endpoint integration (brand-dev, exa, scrapegraph, fiber) combining brand data, similarity search, pricing scrape, and team data
  • · Curl examples for each step (Company Overview, Similar Companies, Product Details, Team Research)
  • · Endpoints documented with specific Gooseworks API structure (v1/proxy/orthogonal/run with api + path params)
  • · Search tip: find competitor customers via EXA search with case study keywords
  • · Generic to all competitors — no special config needed per target