Beyond Ratings: Measuring Business Commitment Through Data

As AI systems increasingly drive purchasing recommendations for hundreds of millions of users, traditional review ratings reveal a fundamental flaw: they're plagued by estimated 30-40% fake reviews and biased toward vocal minorities. The Commitment Score reimagines business evaluation by replacing opinion-based ratings with fact-based signals—measuring actual longevity, financial health, and employment from public government data. This approach offers a more reliable foundation for both human decision-making and AI recommendations.