Do the Most-Followed Accounts Have the Most Fake Followers?
No. When Instagram's May 2026 bot purge removed inactive and bot accounts, the most-followed profiles lost only about 0.5 percent of their followers each, nowhere near the 28 to 40 percent some report...
No. When Instagram's May 2026 bot purge removed inactive and bot accounts, the most-followed profiles lost only about 0.5 percent of their followers each, nowhere near the 28 to 40 percent some reports claim. Cristiano Ronaldo, the largest account at 664.7 million, shed just 0.39 percent, less than smaller accounts like Kim Kardashian at 0.60 percent. Size does not predict bot share.
So the assumption that the biggest accounts are mostly fake does not survive contact with data. The May 2026 purge was effectively Meta auditing every account at once, and the amount it removed is the closest thing to a real bot count we have. This analysis reads those dated drops from Clarvio's account audit tracking and pairs them with engagement rates to separate myth from measurement.
Do the biggest accounts have the most fake followers?
They do not. Across the top 50 accounts tracked, the purge removed an average of 0.46 percent, with a maximum of 2.44 percent. The very largest account lost the least in proportional terms, which is the opposite of the popular claim.
What the 2026 purge actually removed
| Account | Followers | Removed in purge | Engagement rate |
|---|---|---|---|
| Cristiano Ronaldo | 664,749,015 | 0.39% | 0.86% |
| Lionel Messi | 506,217,425 | 0.37% | 0.90% |
| Kylie Jenner | 382,868,768 | 0.53% | 0.50% |
| Ariana Grande | 363,538,743 | 0.61% | 0.44% |
| Kim Kardashian | 345,230,068 | 0.60% | 0.19% |
| Beyoncé | 300,760,634 | 0.60% | 0.43% |
| Justin Bieber | 287,811,813 | 2.44% | 0.69% |
| Neymar Jr | 233,019,179 | 0.56% | 0.97% |
Justin Bieber stands out at 2.44 percent, the highest bot-and-inactive share of the top tier, but even that is a fraction of the 28-to-40 percent figures floated in audit listicles.
Why the "28 to 40 percent fake" claim is a myth
Those alarming percentages come from third-party audit estimators, not from Instagram. They tend to flag any low-activity follower as fake, which inflates the count.
Estimate versus measurement
- Third-party tools guess at authenticity from a sample and label inactive real users as bots, so their percentages run high and uncited.
- The purge is Meta's own removal of accounts it judged inactive or automated, so the drop is a measurement, not a guess, and it came in under one percent for almost every top account.
- Bots and dormant accounts accumulate on any large profile over years without the owner's involvement, so a small share is normal and is not evidence anyone bought followers.
For the manual version of spotting purchased followers on a single account, see our guide on how to tell if someone bought followers.
Engagement rate is a different question from fake followers
The data also shows why engagement rate should not be read as a fakeness score. Among the top accounts, engagement ranges widely, from National Geographic near 0.03 percent to Neymar at 0.97 percent, yet all sit within the same sub-one-percent purge band.
What low engagement actually means
- A low rate like Kim Kardashian's 0.19 percent reflects a huge, broad and partly passive audience, not bots; massive accounts naturally see a smaller share interact with any single post.
- A high rate like Neymar's 0.97 percent means a more active fanbase, not a cleaner one in terms of authenticity.
- Engagement rate measures activity; the purge share measures authenticity, and the two are not the same axis. Telling them apart is exactly what an audit does. Signal-based analysis can read external, public-only data and weigh both signals, with no Instagram password and no login, so authenticity is assessed rather than assumed.
Frequently Asked Questions
Do the most-followed Instagram accounts have the most fake followers?
No. In the May 2026 bot purge, top accounts lost only about 0.5 percent of followers on average, and the largest account, Cristiano Ronaldo, lost the least proportionally at 0.39 percent. Size does not predict bot share.
Which big account had the most fake followers?
Among the top tier, Justin Bieber lost the most in the purge at about 2.44 percent, the highest bot-and-inactive share at the top. That is still far below the 28-to-40 percent some audit tools claim.
Are 30 percent of celebrity followers fake?
Almost never. That figure comes from third-party estimators that count inactive real users as fake. Meta's own purge removed under one percent from nearly every top account, which is the more reliable measurement.
Does a low engagement rate mean fake followers?
No. A low rate usually means a large, partly passive audience, not bots. Kim Kardashian's 0.19 percent engagement sits alongside a normal sub-one-percent bot share, so the two measure different things.
How can I check if an account has fake followers?
Audit it on public data. An account audit reads engagement, follower quality and growth patterns to flag inauthentic activity, with no login required.
Final take
Do the most-followed accounts have the most fake followers? No: the 2026 purge measured their bot-and-inactive share at well under one percent, and the biggest account carried proportionally the fewest. Treat the viral 28-to-40 percent claims as estimator noise, read engagement rate as activity rather than authenticity, and to check any public account yourself, run an account audit at clarvio.app.
Clarvio