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Mathematically Pure and AI-assisted for Perfected Review Scores
Why average ratings are broken
Old systems rank Hotel A and B as top rated. We think Hotel C is the best.
| Reviewer | Hotel A | Hotel B | Hotel C |
|---|---|---|---|
| David | 5 / 5 | 5 / 5 | — |
| Sara | 5 / 5 | 5 / 5 | — |
| John | 3 / 5 | 3 / 5 | 4 / 5 |
| Old System Avg | 4.3 | 4.3 | 4.0 |
| Our Score | 50.0 | 50.0 | 84.1 |
Why Hotel C wins:
David and Sara gave everyhotel the same score — their reviews tell us nothing about which hotel is actually better. John is the only reviewer who differentiated, and he rated Hotel C highest. Our math detects this: reviewers who give everything 5 stars add no signal. John's varied ratings are the real data. Scale this to tens of millions of reviews and you get rankings you can actually trust.
Everything you need to decide
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