Vision analysis addresses the critical gap that text-only scraping
misses ~40% of clinic website information (founding year in banners,
doctor photos, certification marks, social icons in images).
Sprint 0 adds: Firecrawl screenshot → Gemini Vision → structured
data extraction for founding year, doctors, certifications, services,
social icons, floating buttons, brand colors, slogans.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Comprehensive audit of discover→collect→generate pipeline found:
- 16 silent failures, 8 data quality issues, 0 error recovery, 6 API issues
- Organized into 4 sprints (15 WPs, ~11h total)
- Each WP has file locations, changes, and verification criteria
- Checkbox format for progress tracking
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>