Generative engine optimization (GEO) is the practice of getting your brand recommended, mentioned, or cited in answers generated by AI assistants — ChatGPT, Claude, Perplexity, Gemini, and the rest.

It is not the same as SEO. Search engine optimization gives you a place in a ranked list of links. Generative engine optimization gives you the single name that gets returned when a buyer asks an AI assistant a question.

Those two outcomes look similar from a distance but require different work.

Why GEO matters now

Three years ago a B2B buyer typing your category into Google got a 10-link result and scrolled through whichever ones looked credible. In 2026 a meaningful fraction of those same buyers ask Claude, ChatGPT, or Perplexity instead — and the answer is one recommendation, occasionally two. Maybe a sentence on each.

That single mention is now worth more than a top-10 organic position used to be. The teams that win the next decade of brand discovery are the ones who treat AI visibility as a measurable, addressable system.

What's actually different from SEO

The mechanics overlap. Both still reward:

• Authoritative, original content
• Clean structured data
• Fresh and updated pages
• Strong internal linking
• Real expertise signaled through bylines and citations

But the scoring is entirely different.

SEO scores rank in a list. GEO scores whether your brand is the one named. That changes a few things downstream:

1. Comparison and decision-stage content matters more than informational content. A "best CRM for nonprofits" page does the work of 50 "what is a CRM" pages.
2. Specific claims beat generic positioning. "We process payments in 2.3 seconds" gets picked up. "We make payments fast" doesn't.
3. First-party data and citations beat content volume. A small site with five aggressively-cited posts often outranks a 500-page content farm in AI answers.
4. Page shape matters. Answers must be findable in the first few hundred words. AI assistants don't reward 500-word intros.
5. Schema is more than nice-to-have. Structured Article, FAQPage, Product, ComparisonPage, and HowTo markup increase the chance of extraction.

The GEO loop

The work breaks into seven steps. We've written them up in detail in our GEO playbook; the short version:

1. Ingest sources — crawl and classify your site and competitor sites.
2. Map the prompt universe — the set of category-relevant prompts AI assistants produce for your buyer.
3. Track presence — run those prompts weekly across the major assistants. Parse the answers.
4. Rank opportunities — score gaps by intent, surface, and competitive position.
5. Brief and generate — convert each opportunity into a grounded brief, then a draft.
6. Review and publish — editorial review with an audit trail. Then ship to your CMS.
7. Re-measure — watch the next visibility pass. Did it move?

The loop is the work. Skipping any step (especially #1 and #3) is what turns GEO into vibes.

What earns AI mentions

A few patterns we see consistently:

• Specific, defensible claims. "Our enterprise customers process 4.2M transactions a month on average" beats "trusted by enterprise customers."
• Comparison pages. "X vs Y" with real decision criteria, not feature tables.
• Use-case pages. Tight scope, named workflow, named outcome. "Tracemetry for B2B SaaS" beats "Tracemetry for everyone."
• Buyer's guides. Decision criteria, common pitfalls, real-world examples.
• First-party data. Original research, benchmarks, real customer numbers.
• Clean structured data. Article, FAQPage, ComparisonPage, HowTo schema where appropriate.

And a few patterns we see consistently fail:

• Listicles with no decision logic
• 800-word intros that bury the answer
• Pages full of cliches like "tapestry of solutions" or "ever-evolving landscape"
• Generic "what is X?" pages with no specific examples
• Pages where the brand is mentioned but never named as a recommendation

How to start

The cheapest first move is to find out where you stand. Submit your domain at /audit — we'll run three category-relevant prompts across ChatGPT, Claude, and Perplexity and give you a presence score, the top competitors appearing instead, and three gaps to fix. No signup.

If the report makes the case, the Pro plan tracks 250 prompts continuously, generates source-grounded briefs in your brand voice, and re-measures every week.

GEO is genuinely new — but it's also genuinely scoreable now. Start scoring it.