Smarter Competitor Detection
AI-powered competitor validation, unified brand blocklist, and consistent data across all pages
- LLM-powered competitor validation — automatically filters out blogs, certifications, and non-brand entries after every analysis
- Unified brand blocklist merging hardcoded, auto-detected, and admin-managed sources
- DNS-based domain resolution with regional TLD support (.in, .co.uk, etc.)
- Keyword list and detail pages now use the same data source for consistent rank, SoV, and competitor data
- Brand name detection now captures possessives (Paula's Choice, Burt's Bees)
- Admin blocked brands page shows all sources with filtering by source type
- Daily auto-detection of generic words (upgraded from weekly)