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llms.txt, explained: the file that decides if AI can read you

A practical spec walkthrough, plus the exact file we ship for enterprise clients.

TTTyler TruffiManaging Partner · JUN 28, 2026 · 7 MIN READ

llms.txt is the fastest machine-access win in GEO, and most enterprise sites still do not have one.

Think of it as robots.txt and a sitemap for AI crawlers: a plain text map that tells engines who you are, what you do, and where your best, most citable content lives. It removes the guesswork that keeps you out of answers.

We ship a version with a short brand summary, a Core pages list, and a Key facts block engines can lift verbatim. It takes an afternoon to write and starts influencing mention rate within weeks.

KEY TAKEAWAYPublish llms.txt, keep it current, and confirm your robots.txt is not blocking GPTBot, PerplexityBot, and ClaudeBot. That is the price of entry.

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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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