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ASO and experiments

App rating target calculator

Estimate how many new ratings at a chosen score are needed to reach a target average.

Build your scenario

Runs in your browser. No signup.

Starting values are editable examples.

New ratings needed
600
Average after new ratings
4.5

Assumes an exact arithmetic mean and no other ratings. Stores may round or display averages by region and version. It does not encourage fake ratings.

How it works

New ratings = ceiling(N × (target − current average) ÷ (new rating − target)), when new ratings exceed the target.

Worked example

1,000 ratings averaging 4.2 need 600 new 5-star ratings to reach an average of 4.5.

Assumptions and limits

Assumes an exact arithmetic mean and no other ratings. Stores may round or display averages by region and version. It does not encourage fake ratings.

Frequently asked questions

How do I use the app rating target calculator?

Estimate how many new ratings at a chosen score are needed to reach a target average.

Why can a target equal to the new rating be impossible?

If the current average is lower, any finite number keeps the average below the new rating. It only approaches the limit.

Do I need an account and are my inputs uploaded?

No account is required. Calculations run in your browser. Entered numbers and text are not included in tool analytics events; only the tool ID, language, and action are recorded.

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