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Definition

Star rating

A star rating is the aggregate 1-to-5 score a restaurant carries on a review platform, the single number a diner (and increasingly an AI assistant) sees first.

Your star rating is the running average of every review on a given platform, shown as one number and a row of stars. It is the most glanceable signal you own, and there is a documented sweet spot: 4- to 4.5-star businesses earn 28% more in annual revenue than average, slightly outperforming even flawless 5-star places, because a perfect score can read as too good to be true. The goal is not perfection, it is a strong, believable average backed by real volume.

The rating drives revenue and, now, machine recommendations. For an independent a single-star bump is worth a 5-9% increase in revenue. And AI assistants use the number as a gate: ChatGPT primarily recommends businesses averaging 4.3+ stars, so a rating below that line can make you invisible in the answer entirely. The same number shows directly in the Map pack (local pack), deciding whether a searcher clicks you or the place next door.

You raise a star rating by consistently earning fresh, positive Online review volume (see Review velocity) and by replying to what comes in. AI helps by prompting happy guests to leave a review at the right moment, tracking the average across platforms, and drafting replies so nothing sits ignored. See review management.

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Star rating (definition) | TableMagic