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How many reviews do top-ranking apps have?

"You need reviews before you can rank" is a common belief. We measured it across our own portfolio's keywords and the data doesn't support it: 32% of the apps ranking first have fewer than 100 reviews, and the relationship between rank and review count is close to zero.

Updated:

The finding

Review count of the app ranking #1 for a keyword (iOS, n=227)
0–99%32100–999%101.000–9.999%1910.000–99.999%23100.000+%16

The largest bucket is the smallest one: on one keyword in three, the app ranking first has fewer than 100 reviews. The lowest value measured was zero — an app with no reviews at all, ranking first for its term.

In the same data, the rank correlation between position and review count is −0.158 (n=2,405 competitor records). Moving up the list does not meaningfully travel with having more reviews.

What it means

If review count were a ranking lever, the top of every result list would be heavy apps. What the measurement shows instead is a two-ended distribution: on the same keywords, both 2.6-million-review giants and 15-review newcomers sit near the top.

The practical consequence: who stands above you on a specific keyword tells you far more than that keyword's general competitiveness. There is no such thing as "this word is hard" — there is "on this word, a six-year-old app with 48,000 reviews is ahead of me", and on the term next to it the app ahead may have 30.

What actually drives rank is how relevant the store finds your app for the term: name, subtitle and the keyword field. Review count affects conversion — being tapped after you rank — not the ranking itself.

Turkey vs the United States

Reviews of the #1 appTR (n=134)US (n=93)
Under 10037%24%
100 – 99911%9%
1,000 – 9,99916%23%
10,000 – 99,99925%22%
100,000+11%24%

The Turkish storefront is markedly lighter at the top: the median review count of apps ranking above us is 507 in TR against 2,894 in the US. In the US a quarter of first-place apps carry over 100,000 reviews; in Turkey that share is 11%.

Method and the limits of the sample

⚠️ This is not "the App Store". The sample comes from the categories our own products sit in: dream interpretation, cocktail recipes, a word game, a puzzle game, dating. It spans 24 categories but there is no category quota. A different vertical may distribute differently — the right move is to test the finding on your own keywords.

Frequently asked

Is collecting reviews pointless then?

No — but not for ranking. Review count and rating affect whether people tap and install once you already rank. What the measurement says is that reviews aren't a precondition for getting there.

So what does drive rank?

Relevance of your text fields first: on iOS the name, subtitle and the 100-character keyword field; on Play the title, short and long description. Engagement history on that term follows.

Can I run this measurement on my own app?

Yes. Seeing the apps ahead of you on each keyword with their review count, rating and age is in Storelift's free tier — the table on this page was produced from exactly that data.

See this for your own app

Paste your store link, add your keywords. Rank, the apps above you and demand are measured every night.

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