A growing share of buying research now begins in an AI assistant. Someone asks ChatGPT which agency to hire, asks Perplexity to compare platforms, or reads a Google AI Overview and never scrolls. In each case a few brands get named and the rest don't exist.

Generative engine optimization is the work of becoming one of the named ones. It isn't a prompt trick — it's making your business legible to systems that read the web and compress it into a recommendation.

Why traditional SEO isn't sufficient

Ranking helps — these systems lean on content they can crawl. But they aren't returning a ranked list. They're synthesizing an answer from many sources and deciding which to trust and name.

That shifts what matters. Keyword density is irrelevant. Clear factual statements, consistent identity signals, and a credible third-party footprint matter enormously.

Start by measuring where you stand

Most businesses have never checked. Write down the ten questions a buyer would actually ask, and run them through ChatGPT, Perplexity, Gemini, and Copilot.

Record who gets named, how you're described, whether the description is current, and which sources are cited. That last column is the most actionable thing you'll produce — it tells you precisely which pages influence answers in your category.

What makes content citable

  • Specific, attributable claims. “Most migrations take two to four weeks” is quotable. “We deliver best-in-class solutions” is not.
  • Clear definitions. Pages that define a term plainly get pulled constantly.
  • Original data. Anything only you can report — your own numbers, your own results — is uniquely citable.
  • Named expertise. Real authors with real credentials.
  • Consistency. Contradictions between your site and the wider web make you unreliable to cite.

Entity signals

These systems reason about entities, not just pages. They need to resolve confidently who you are, what you do, and where.

That means Organization and Person schema, an About page that reads like a factual record rather than a mission statement, and identical business details everywhere you appear.

The off-site half

A large share of AI answers lean on third-party sources — review platforms, directories, industry roundups, community discussion. Your own site is one input among many.

Use the citation column from your audit. If the same three sources keep appearing for your category, being accurately represented there matters more than another blog post.

Track it like a channel

Re-run the same prompts monthly and log mention rate and how you're described. It's a real channel now, and most of your competitors haven't started.