What Is a Restaurant Match Score and Why It Matters
Imagine if every customer who walked through your door had already decided they would love your restaurant before they arrived. That's the promise of the Match Score — an AI-driven compatibility rating that connects diners with restaurants based on genuine preference data, not paid placement.
How Match Score Works
PeeYai's algorithm analyses over 40 data points from verified reviews: atmosphere ratings, food quality scores, service consistency, occasion suitability (date night vs family lunch vs solo work meal), price sensitivity, dietary preferences, and vibe tags. It then cross-references these against each diner's stated preferences and past behaviour to produce a 0–100% compatibility score.
- A restaurant with a 94% Match Score for a specific user profile will appear near the top of that user's discovery feed
- Scores are recalculated daily as new reviews arrive
- The score is visible to diners in the PeeYai app, building trust and setting expectations
- Restaurants cannot pay to increase their Match Score — it is based entirely on real data
Why Right-Fit Customers Spend More
Customers who arrive via high Match Score have significantly better dining experiences — because the restaurant was genuinely suited to them. This drives higher average spend (they order more confidently), lower complaint rates, and far more authentic 5-star reviews. Over time, this creates a virtuous cycle: better reviews → higher Match Score → more right-fit customers → even better reviews.
Paid ranking manipulation delivers the opposite: wrong-fit customers who leave disappointed, driving down your genuine score over time. The Match Score model rewards restaurants that are excellent at what they actually do.