# How many reviews do top-ranking apps have?

URL: https://storelift.net/guide/how-many-reviews-to-rank/
Language: en
Updated: 2026-08-26

"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: 41.8% of the apps ranking first have fewer than 100 reviews, and the relationship between rank and review count is close to zero.

## The finding

**Review count of the app ranking #1 for a keyword (iOS, n=227)**

| | |
| --- | --- |
| 0–99 | 32% |
| 100–999 | 10% |
| 1,000–9,999 | 19% |
| 10,000–99,999 | 23% |
| 100,000+ | 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.

NOTE: 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 app | TR (n=134) | US (n=93) |
| --- | --- | --- |
| Under 100 | 37% | 24% |
| 100 – 999 | 11% | 9% |
| 1,000 – 9,999 | 16% | 23% |
| 10,000 – 99,999 | 25% | 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

- Date: 13 August 2026, a single day's scan.
- Scope: iOS, the TR and US storefronts, 239 keywords targeted by 6 apps; the 227 keywords with at least one app ranking above us were analysed.
- Data: 2,405 competitor records — each with name, review count, rating, release date and category.
- Review count is the figure the App Store shows in that storefront; it differs by country.

NOTE: ⚠️ 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.

## The finding, measured again

The raw data behind this study was not kept at first publication — meaning the page's one claim, that this was measured, could not be re-run. On 2026-08-26 the same analysis was run again with a reproducible tool, and the data was made downloadable.

|  | 13 Aug 2026 (original) | 2026-08-26 (repeat) |
| --- | --- | --- |
| Keywords | 227 | 153 |
| #1 apps under 100 reviews | 32% | 41.8% |
| Rank ↔ reviews correlation | −0.158 | -0.129 |

Both are limited to the TR and US storefronts; comparing them without equalising scope would make the number meaningless. The finding holds: more than a third of apps ranking first have under 100 reviews, and the relationship between rank and review count is effectively absent.

A second finding appears when the scope widens. Across every storefront we measure (315 keywords, 1817 records), 57.8% of first-place apps have under 100 reviews. Smaller storefronts are dramatically emptier — which means a term that looks impossible in the US may be winnable in another country with the same app.

NOTE: The raw data is downloadable: wall-study-2026-08-26.csv — 1817 rows with keyword, country, rank, reviews, rating and release date. Caveat: the above field carries a sample from the top and neighbouring bands, not every app ranking above us.

## FAQ

Q: Is collecting reviews pointless then?
A: 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.

Q: So what does drive rank?
A: 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.

Q: Can I run this measurement on my own app?
A: 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.