The field report
Your prospect no longer opens ten tabs: they ask ChatGPT or Google, read the composed answer, remember the names it quotes. Their shortlist is made there, before any meeting. Absent from the answer, you never enter the comparison.
The cost of waiting
Every question asked without you installs a competitor as the obvious choice. The prospect who has read the same name three times no longer asks for three quotes, they ask for one. Clicks to websites keep receding: the answer is enough more and more often. That lost ground cannot be bought back at the end of the journey, even with ad budget.
In black and white
A T0 record of what AI enginesthe AIs that answer instead of the engine (ChatGPT, Perplexity…) answer to your prospects' real questions, verbatim. An llms.txtthe file telling AI engines what to quote from you file set on your site. Your entityyour brand as machines cross-check it marked up, the same name-address-networks identity everywhere you can be cross-checked. The missing source pages, written to be picked up.
The manoeuvre
GEO is first of all SEO done well: a clean technical base, solid source pages, mentions, backlinkslinks from other sites to yours, activity around your brand. Each brick is a trade we already hold: the base, the content, the measurement. That leaves tracking, and we are frank: these engines are hard to trace. So we cross a manual record with Ahrefs Brand Radarthe Ahrefs tool spotting your brand inside AI answers and Semrush tracking.
The lock that breaks
The same journey, the other way round: your prospect asks their question, reads your name in the answer, walks into the meeting with you on their shortlist. The citation recordwho engines quote, before then after the mission proves it quarter after quarter, next to your Google rankings.



