Bot Farm Defense
A coordinated attack: 10 one-star reviews appeared within an hour, all from accounts with suspicious patterns. The client's rating was tanking, and Google's reporting system moves slowly.
!The Challenge
Fake reviews are hard to prove. Google requires compelling evidence. Manual investigation of 10 accounts across multiple data points would take days.
The Solution
We deployed an AI-powered investigation: (1) Analyzed all 10 reviewer accounts for patterns, (2) Cross-referenced profile photos, review history, account ages, (3) Identified IP ranges and timing patterns, (4) Found 9 accounts with identical profile characteristics, (5) Generated comprehensive evidence report, (6) Filed removal requests with Google.
Results
- 9 out of 10 fake reviews successfully removed
- Investigation completed in 2 hours vs. 2+ days manually
- 50+ evidence points documented
- Clear probability analysis showing coordinated attack
- Client's rating restored
"The chance that 9 legitimate reviewers have the exact same profile is less than 0.000001%."
Tech Stack
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