CMO, Siteimprove
Siteimprove in AI search.
Where the brand currently appears across ChatGPT, Microsoft Copilot, Google Gemini, Perplexity and Claude — and the shortest path to fixing it.
A Forrester Wave Leader, Gartner Representative Vendor and G2 Spring 2026 Leader across all four product categories — sitting at 4% own-domain citation share when buyers ask AI engines to build vendor shortlists.
/robots.txt itself.AI engines select sources two ways: grounded retrieval — the engine searches the web in the moment and cites what it finds — and ungrounded memory — the engine recommends from training data without searching.
For Siteimprove, both paths fail at the same time. The grounded path is blocked at the firewall. The ungrounded path is anchored on a pre-2026 product description. That is why an analyst-validated AEO leader shows up at 4% on AI shortlists — and why every step in the recovery chain is a small fix.