See the receipts, not just a number
Every point on the score traces back to a specific post, reply, or pattern — click through and check our work yourself.
Bot & coordination analysis
BotShark scores posting habits, engagement shape, and coordination patterns — in plain language, with evidence linked to every flag.
$1.3B+
Estimated annual advertiser loss from fake followers and engagement fraud.
37%
Average share of fake or fraudulent followers reported across social platforms in industry audits.
Industry bot-fraud audits (composite)
0–100
Explainable likelihood score — every point maps to a published rule and linked evidence.
Every point on the score traces back to a specific post, reply, or pattern — click through and check our work yourself.
We measure automation and coordination patterns — not ideology or affiliation.
Start with a single account, then scan a library, run a follower audit, or track how a score changes after an event.
Try it free
One free analysis per email. See the score on this page, get the report by email, and opt in to product updates. Want more scans after that? Create an account.
Free scan
Email + X handle. Results on screen and in your inbox. Marketing opt-in required — one use per email.
Need more scans? Create a free account or see pricing.
Live-looking signal
Illustrative gauge and activity bars — the real report links every point to a published rule and the posts behind it.
Sample likelihood
Collecting public posts