Fixing Complex Penalties for High-Risk Local Niches
A local cafe owner called me at midnight because a competitor had dropped twenty 1-star reviews in an hour using a VPN. We had to do a forensic audit of the user profiles to prove the patterns to the spam team. I stood on the sidewalk outside that cafe at 1 AM. The smell of…





