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>
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