'Fake Profiles' Is the Loudest Complaint in Social App Reviews - 1,645 Mentions Across 63 Apps
Appeye ResearchSourced from real App Store and Google Play review data in Appeye's catalogue.Social in the catalogue
Figures as of 11 October 2026.
- 'fake profiles' mentions in negative Social reviews, 11 Oct 2026
- 1,645
- Social apps where 'fake profiles' appeared
- 63
- 'fake accounts' mentions, across 33 apps
- 494
- Social apps' Google Play ratings at 1-2 stars
- 8.2%
Key takeaways
- 'fake profiles' was the most-mentioned complaint phrase in Social app reviews - 1,645 mentions across 63 apps as of 11 October 2026.
- 'fake accounts' trailed at 494 mentions across 33 apps, roughly a third of the leading phrase's volume.
- 'mental health' had 127 mentions but appeared in only 3 apps, unlike the fake-profile language which spread across dozens.
- Google Play's own star ratings for the 1,889-app Social category showed 8.2% at 1-2 stars on the same date.
Open the negative reviews for any Social app and one phrase keeps surfacing: fake profiles. As of 11 October 2026, it was the single most common complaint phrase measured across the category.
In reviews measured that day, 'fake profiles' appeared 1,645 times, spread across 63 different Social apps. The runner-up, 'fake accounts', trailed far behind at 494 mentions in 33 apps.
In their words
Most-mentioned complaint phrases in Social app reviews, 11 Oct 2026
Review language · mention counts
Negative phrases · mentions
- fake profiles1,645
- fake accounts494
- worst dating293
- miles away175
- fake profile147
- social media135
- mental health127
- send messages78
- dating site58
- real people58
- send message56
- upload photos46
Mentions and app-count tell different stories. 'Fake profiles' is both loud and wide - heavy volume and broad reach. 'Mental health', by contrast, racked up 127 mentions but stayed confined to just 3 apps.
Ranked
How widely each complaint phrase is shared across Social apps
Ranked comparison · apps
- 1
fake profiles
63 apps - 2
fake accounts
33 apps - 3
worst dating
23 apps - 4
social media
19 apps - 5
miles away
15 apps - 6
fake profile
14 apps - 7
send messages
11 apps - 8
real people
8 apps - 9
send message
8 apps - 10
dating site
7 apps - 11
mental health
3 apps - 12
upload photos
3 apps
That contrast matters: a phrase in many apps points to a category-wide pattern, while a phrase concentrated in a handful of apps usually means a few specific apps are being complained about loudly.
'Mental health' drew 127 mentions but stayed confined to just 3 apps - concentrated, not catalogue-wide, unlike 'fake profiles' which touched 63.
Zoom out to Google Play's own star ratings for the category's 1,889 Social apps on the same date: 8.2% of all ratings were 1-2 stars, 3.9% were 3 stars and 87.9% were 4-5 stars.
Distribution
Social: star rating split
Distribution · %
- 1-2*8.2%
- 3*3.9%
- 4-5*87.9%
None of this proves fake profiles caused those low ratings directly, but it does show what reviewers choose to type when they're unhappy enough to leave a negative one.
Of all Google Play star ratings across 1,889 Social apps, 8.2% were 1-2 stars on the same day these complaint phrases were counted.
Does this mean most Social apps have a fake-profile problem?
No. 63 apps is a meaningful cluster but it's one slice of the Social category - the phrase shows up far more than any other complaint phrase measured on 11 October 2026, but the data doesn't show it as universal across the category's full app count.
Could 'fake profiles' and 'fake accounts' really be two separate problems, or is this double-counting the same complaint?
The data counts each exact phrase separately, so we can't say how much overlap there is between apps using 'fake profiles' and those using 'fake accounts' - only that both phrases exist in the category and that 'fake profiles' is used far more often, 1,645 mentions versus 494.
Is 'mental health' with 127 mentions in just 3 apps a sign of a real crisis, or noise from a handful of apps?
With only 3 apps carrying that phrase, it reads as concentrated rather than category-wide - compare that to 'fake profiles', which spread similar volume across 63 apps. A phrase this narrow is worth tracing to the specific apps involved, not treating as a category trend.
Does the 8.2% negative star rating on Google Play line up with how often these phrases appear in reviews?
Not directly - the star distribution covers every rating left on Google Play across 1,889 Social apps, while the phrase counts come from written negative reviews across the category more broadly. Both were measured on 11 October 2026 but they're two separate readings of the same category, not one combined metric.
Is this really a dating-app complaint showing up under the Social label?
The phrase list suggests so: 'worst dating' had 293 mentions across 23 apps, 'dating site' had 58 mentions across 7 apps, and 'miles away' had 175 mentions across 15 apps - all distinctly dating-app language sitting inside the Social category as Appeye's catalogue classifies it.
What should an app owner actually do with this?
Treat it as a prompt to search your own negative reviews for this exact wording, not as proof your app is one of the 63 - the finding describes what's common across the category on 11 October 2026, not which specific apps beyond the aggregate counts given here are responsible.
What this means for you
- Marketer
- If your category is Social, check whether your own negative reviews use the exact phrase 'fake profiles' or 'fake accounts' - as of 11 October 2026 these dominated the category's complaint language and are worth addressing directly in store listing copy or release notes.
- App owner
- A single app showing up in these counts doesn't mean it's one of the 63 or 33 named here, but if your app is dating-adjacent, phrases like 'worst dating' and 'miles away' are worth searching for in your own review history.
- Agency
- Use the 63-apps-wide spread of 'fake profiles' versus the 3-apps-narrow spread of 'mental health' as a model when pitching review audits to clients: wide spread signals a category-level problem worth benchmarking, narrow spread signals a specific app issue worth investigating directly.
Explore this in the catalogue
All Social apps (2113 tracked)
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