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Case studies

Real before-and-after stories: what happens to a brand’s visibility in AI assistants after specific changes. Every number comes from regular monitoring and ships with its methodology.

HiddenJobs.eu·HR / remote hiring·Aug 17, 2026

ChatGPT brand mentions from 0% to 50% after one content update

AI engines cited this guide the day after it went live, yet ChatGPT never named the brand. One monitoring-guided content update later, brand mentions jumped from 0% to 50% of scans. Per-engine numbers and methodology inside.

1 dayfrom publishing the guide to the first AI citation
50%of scans mention the brand in ChatGPT after the Aug 6 update (0% before)
11 of 11scans mention the brand in AI Overviews after the update (8 of 11 before)
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