SEO optimizes your site to rank in a list of links and win the click. GEO — Generative Engine Optimization — optimizes your business to be named inside the AI's answer itself, in ChatGPT, Claude and Perplexity. The difference sounds subtle. It changes what you measure, what you build, and what failure looks like.
SEO competes for position; GEO competes for presence. A results page the user still has to read — versus an answer the user simply accepts. There are no ten blue links, no page two, and usually no click.
| SEO | GEO | |
|---|---|---|
| The surface | A ranked list of links | One generated answer |
| You win by | Ranking high, earning the click | Being named, cited and trusted |
| Key currency | Keywords, backlinks | Machine-readable facts, corroborated claims, entity clarity |
| Measured in | Positions, traffic | Mentions, citations, recommendation likelihood |
| Failure looks like | Page 2 | Not existing in the answer |
| Recovery loop | Weeks (recrawl + rerank) | Mixed: live search reacts fast, model knowledge slowly |
Bottom line: your brand now has to survive being read aloud, not clicked. Measure mentions and citations, not just positions.
More of your SEO work survives than the hype suggests — it's the ticket to entry. Everything you invested in crawlability, site health, internal linking and genuinely helpful content still counts:
Proof: Google states AI Overviews and AI Mode build on ordinary Search foundations — a page that isn't indexable and snippet-eligible can't appear in AI features. Google — AI features and your website.
Do this: don't throw away the SEO playbook. Audit it through an AI lens — which is exactly what Reflexa's Layer 0 and Layer 1 checks do.
Four things have no SEO equivalent — and they're where recommendations are won:
Proof: these are the layers the Reflexa audit adds on top of classic site health — crawler access per AI bot, entity resolution, and corroboration checks, each with its raw evidence.
Good news: the new work is finite — open doors, clear identity, answer pages, real mentions. It's an addition, not a second profession.
Three habits waste budget because the engines' own docs contradict them:
Proof: Google — optimizing for generative AI features. This is also why the Reflexa report scores structured data as a supporting signal — below access and content, never as a citation lever.
Rule of thumb: before paying for any “GEO hack”, check it against the engines' documentation.
Yes — and it's not two teams' worth of work. GEO sits on top of SEO: the same indexable, healthy, genuinely useful site, plus four additions — open doors for AI crawlers, unambiguous identity, pages that answer buying questions directly, and independent corroboration. One Reflexa audit checks both worlds in a single pass.
Do this first: if you have to choose where the next hour goes — check the crawlers first. Nothing else matters while the door is closed.
The free check covers both worlds — 3 minutes, evidence included.