Evidence-first reports
Every score links to concrete posting and engagement signals you can inspect.
Bot & coordination analysis
See why an account looks automated
BotShark scores posting habits, engagement shape, and coordination patterns — in plain language, with evidence linked to every flag.
Why this matters
$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.
Behaviour, not politics
We measure automation and coordination patterns — not ideology or affiliation.
Batch & audit modes
Scan libraries, run follower audits, and track score changes over time.
See a finished report before you sign up
View sample reportLive-looking signal
A score you can read
Illustrative gauge and activity bars — the real report links every point to a published rule and the posts behind it.
72/ 100
Sample likelihood
Collecting public posts