Competitive Intelligence & Pricing

Monitor competitor websites, pricing strategies, and detect changes in real-time

Extract competitor site data (pricing pages, feature pages, release notes, product catalogs) into structured fields for competitive analysis, pricing intelligence, and feature comparison.


Common sources

  • Pricing pages (plan tiers, add-ons, limits, feature matrices)
  • Feature pages, integrations pages
  • Changelogs / release notes
  • Public product catalogs and category pages

What to extract

  • Plans and tiers: name, price, billing cadence, currency
  • Feature matrices (rows/columns normalized)
  • Usage limits: seats, API calls, storage, rate limits
  • Add-ons and overage pricing
  • Promotions, coupons, seasonal offers (where present)
  • Change metadata: last updated date, page version id, content hash

Implementation notes

  • Rendering often required for pricing widgets and tabs.
  • Normalize plan data into a consistent schema across vendors.
  • Use content_hash for change detection and diffing (your system can compute diffs).
  • Handle geo-based pricing by varying locale headers / region routing (if needed).

FAQs