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Generative engine optimization, from scratch

Everything a marketing team needs to understand GEO and start earning AI citations. No prior SEO background required.

BEGINNER4 CHAPTERS16 MIN

If your buyers are asking AI engines for recommendations, and they are, then being absent from those answers is a silent leak in your pipeline. This guide takes you from the basics to your first citations, one chapter at a time.

1. What GEO actually means

Search used to end in a list of links. Increasingly it ends in a written answer with a handful of sources. GEO is the practice of making sure your brand is one of those sources. It sits alongside SEO, not instead of it.

DEFINITION · GEOGenerative Engine Optimization: shaping how AI engines read, summarize, and cite your content, so your brand appears in their answers.

2. How engines choose sources

When an engine answers, it retrieves a small set of pages it trusts, summarizes them, and links them. Being retrieved depends on being reachable, structured, and credible. Being cited depends on being the clearest, most quotable source.

IN THIS CHAPTEREngines retrieve trusted, structured pages, then cite the most quotable one.

3. The three things to fix first

Start with machine access: make sure AI crawlers can reach your pages, publish an llms.txt, and add valid schema. Then structure: lead pages with direct, extractable answers. Then authority: earn corroboration from sources engines already trust. Most teams over-invest in the first and ignore the third.

4. Measuring and improving

Pick the ten prompts that matter to your pipeline and check who gets cited today. Ship the comparison content behind them, then re-measure in thirty days. Track mention rate weekly and tie it to pipeline, not vanity metrics.

READY TO RUN IT?The 30-day GEO sprint turns this guide into an action plan. Open the playbook to get the day-by-day checklist.

See where you are cited today

A free snapshot audit of your rankings and AI citations before we ever talk.

TT
Tyler TruffiMANAGING PARTNER, SOMETHING INC.

Tyler leads work at the intersection of SEO and generative engines at Something Inc., helping B2B brands get ranked and cited across every major AI engine.

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GEOAI Mode SEO: More Links, Still No Click DataOn October 15, 2026 Google announced what it called continued and substantial increases to the inline links inside AI Mode and AI Overviews answers, moved those links higher in responses more often, added image thumbnails to the Dive Deeper section, expanded timely news carousels to more countries and languages, and began testing a box at the top of an answer for the one or two official places on the web to complete a task. In the same week it confirmed that Search Console still will not break out clicks for AI surfaces. Barry Schwartz made the obvious point: links keep getting more prominent and the one metric publishers want keeps not arriving. Read those two facts together and the strategy changes. More inline links spread across more sources at a click rate Pew measured at roughly 1 percent is a redistribution, not a windfall, and the slot that actually carries value is the new official place box. AI Mode SEO now means competing for a two result slot you cannot measure, which makes first party instrumentation the only honest scoreboard.JOSH BERNSTEIN · 14 MINGEOGenerative Engine Optimization Agency: How to Vet OneGenerative engine optimization agency is a 2,200 search a month commercial term at keyword difficulty 15 and a $25.00 cost per click, the most expensive phrase in the agency category. Pull the result set and the proof layer is missing: a median URL Rating of 5 across nine ranking pages, an AI Overview citing a Reddit thread alongside a DR 39 agency page, and the two things a buyer most needs, how to choose and which agency type fits which business, scoring 38.7 and 33.9 out of 100 for coverage across that same set. Those are the worst covered topics in the category. This page is the evaluation layer the listicles skipped.TYLER TRUFFI · 16 MINGEOBurying a Negative Result No Longer Buries ItErase.com released an analysis of 714 suppression campaigns run between August 2024 and May 2026, covering 2,461 individual negative results. The data says the thing nobody selling the service wants to lead with: the volume of positive content you publish barely separates the campaigns that cleared page one from the ones that did not. Starting position did. And the study's own AI Overview figures undercut the win condition the entire discipline is built on, because only 37.9% of AI Overview citations came from the top 10, which means a result pushed to page two is still live inventory for the answer that sits above page one.JOSH BERNSTEIN · 12 MIN
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