— Use case

Map competitor ecosystems with link graphs

Map competitor ecosystems with link graphs Crawl, extract, and deliver structured web intelligence via API.

Pain points

  • Hard to see who links to competitors
  • Miss new partners and integrations
  • Analysts need fresh graphs not PDFs

Architecture

  1. Seed competitor domain
  2. Build niche graph
  3. Track new inbound domains weekly
  4. Export JSONL to warehouse

Example output

{ "competitor": "rival.com", "new_inbound_30d": ["partner.io", "review-site.com"] }

FAQ

How fast can I start?

Sign up free, create an API key, and call /graph/domain-context or /scrape in minutes. See /docs for curl examples.

Is output AI-ready?

Yes — structured JSON, context_for_ai summaries, and link graphs designed for agents and RAG pipelines.