Beyond AI Confidence: Verifying Restaurant Recommendations With Real Government Data

AI assistants increasingly dominate restaurant discovery, but their recommendations rely on unverified web content—reviews for closed restaurants and safety violations can appear as high-rated establishments. Commit bridges this credibility gap by overlaying verified government data (financial filings, food safety inspections) directly on AI responses, exposing the fundamental disconnect between algorithmic confidence and actual business reliability.