There are reports of geo tools struggling with ai search visibility, with some outlets discussing the challenges of measuring and achieving success in this area. Meanwhile, various platforms and tools are being promoted as solutions to help enterprises and marketers improve their ai brand perception and search visibility. The effectiveness of these tools is being questioned, however, with some expressing skepticism over inconsistent results.