- Replace substring matching with word-boundary tokenized matching
- Short names (1-2 words): require ALL significant words to match
- Longer names (3+): require at least 50% word overlap
- Pick best-scoring result instead of first match
- Add company_name validation to competitor_monitoring_service
- Show Google profile name in dashboard hints for admin verification
- Display mismatch warning when Google name differs from company name
Prevents cases like "IT Space" matching "Body Space" (score 0.50 < 1.00 threshold).
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
- google_places_service.py: Google Places API integration
- competitor_monitoring_service.py: Competitor tracking service
- scripts/competitor_monitor_cron.py, scripts/generate_audit_report.py
- blueprints/admin/routes_competitors.py, templates/admin/competitor_dashboard.html
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
