Pixel the SEO CatAI assistant · typically instant
When a buyer asks an AI assistant for the best option in your category, the model composes its answer from a shortlist of retrieved sources. Generative Engine Optimization is the work of getting into that shortlist and staying there, and it is fully measurable: fix a query set, scan the platforms monthly, and count exactly where you appear against named competitors.
Generative engines compose answers from a small pool of retrieved sources per topic. Run your real buyer prompts monthly, log every cited domain, and treat that list as your outreach plan. A placement inside the pool outperforms dozens of generic links.
Models quote specifics: numbers, definitions, named comparisons. Vague service pages never get cited; pages with a defensible statistic get lifted repeatedly. Give every money page at least one claim worth quoting verbatim.
When your site, profiles, and third-party mentions describe the brand differently, models hedge and cite someone else. Lock one canonical description of what you do and for whom, then deploy it everywhere without creative variation.
In practice, a GEO program lives or dies on the Money Prompt Set, the ten to thirty real buyer prompts you commit to tracking. Get those wrong and you optimize for questions nobody asks; get them right, from five interviews with recent customers, and you have a scoreboard that tells you exactly where you stand against named competitors every month. We run the set across ChatGPT, Claude, Perplexity, and Gemini, log every cited domain, and treat that list as the outreach plan, because a placement inside the retrieval pool outperforms dozens of generic links. The single most common early win is simply fixing crawler access, discovering that GPTBot or ClaudeBot was blocked, because content quality is irrelevant if the engine cannot read the page. GEO is measurable and methodical, which is exactly what separates it from the hand-waving that surrounds it.
This exact method ships inside our client engagements at $45/hr, estimate in writing first.
Start a ProjectPerplexity lists its citations on every answer, making it the most transparent and fastest-feedback platform in GEO.
You cannot be cited by a system that cannot read you. Here is the current agent roster and a sane access policy.
Most high-intent searches now end in an extracted answer, not a click. AEO is the discipline of being that answer.