hoteltech.news August 28, 2026
Hotel TechnologyPublished August 22, 20261 min read

Stars or numbers: which rating format drives more bookings

JSBy Joan SanzCurated by Joan Sanz. · August 22, 2026 · Follow on LinkedIn
Voice reading · ~2 min

A research team led by Deepak Sirwani, Shrishti Kumar, and Manoj Thomas has just published analysis on something that seems trivial but moves real money: how the format of guest ratings affects traveler booking behavior.

The question is straightforward but uncomfortable. When a potential guest sees your property on Booking, Expedia, or Google HotelsGoogle Hotel AdsGoogle Hotel Ads is the space where Google shows a hotel's prices across several channels inside its search and maps. It works like a metasearch engine and is a key battleground for the hotel's direct rate to compete..., is their choice influenced more by a star system (five stars, average 4.3) or by numerical score (8.7 out of 10)? The study shows the answer is not neutral, and this carries real implications for how distribution channels present your property and how you should think about direct sales.

The core finding is that these formats are not interchangeable. Travelers process information differently depending on presentation format. This means if your preferred OTAOTAAn online travel agency is a channel that sells accommodation and travel online in exchange for a commission. Booking.com and Expedia are the biggest. They bring volume and visibility, but charge commissions that eat... displays your score in a format that doesn't help you, or if you use the lower-converting format on your own website, you're self-sabotaging. This isn't complex technology or AI. It's pure consumer psychology with direct impact on occupancyOccupancyOccupancy is the percentage of rooms sold out of those available over a period. It is one of the three basic metrics alongside ADR and RevPAR. On its own it says little, because filling the hotel by giving rooms away....

For distribution managers and revenue managers, the lesson is clear: audit right now how your property appears across each channel. How does Booking display your score? Google? Your own website? If there's inconsistency or if you're in the lower-performing format, you have a conversion lever that costs nothing to pull, only attention. This is the kind of optimization that delivers fast ROI and most hotels overlook because it seems cosmetic. It isn't.

Quick questions

Does rating format really affect bookings?
Yes. According to the study, travelers process scores differently based on format (stars vs numbers), which influences their booking decision. The format you choose isn't decorative: it's part of the decision path.
Which format converts better: stars or numbers?
The study doesn't crown a universal winner (it depends on context and traveler type), but it shows each format triggers different perceptions. Test both on your distribution channels to see what works for you.
Can I change my rating format on OTAs?
Here's the catch: most OTAs decide the format for you. But you can audit how you appear across channels and flag inconsistencies that hurt you. Some may negotiate.
Does format matter more than the actual score?
Both matter, but what's interesting here is format is something you can optimize without changing your product. Your raw score doesn't improve overnight, but format can shift right away.
What should I do now for direct bookings?
Test both formats on your website or landing pages. Measure which drives better conversion for your specific audience. This study is the starting point, not the final answer.

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