AI-Readiness Report
Is llms.txt worth it? Mostly no — and that's not the interesting part.
Almost nothing reads it yet, so it won't move your AI visibility. Add it anyway — it's a five-minute hedge — then go do the part that actually decides whether an AI can answer for you.
June 10, 2026
5 minutes
to add it — a cheap hedge, so sure, do it
Almost nothing
reads llms.txt today — Google doesn't, and the big AI crawlers skip it for your HTML
70%
of our own AI-readiness score is content, not protocol checkboxes like this one — on purpose
Short answer: as a lever for getting found by AI, llms.txt does almost nothing right now. Google's search systems don't read it — they've said so. The big AI crawlers, the ones reading the web on your buyers' behalf, overwhelmingly skip the file and parse your HTML like everything else. About the only things that reliably read an llms.txt are dev tools you've explicitly handed one. So should you add it? Sure — it takes five minutes, it doesn't hurt, and it's a cheap hedge if that ever changes (we added sitemap.xml early too). Just don't file it under “made my site AI-ready.” It's a map. Almost nobody's asking for the map yet — and even when they do, it can't make the page it points to actually answer the question.
Here's the trap: llms.txt feels like progress. You add it, a checkbox goes green, you cross “AI readiness” off the list. But you've drawn a tidier map — you haven't changed whether the rooms it points to have anything in them. And a buyer's AI doesn't grade your map.
We'll implicate ourselves here: our own audit checks for llms.txt too. It's worth a few points, on purpose — the protocol checkboxes are the minor slice, the content is the majority. If a tool is scoring you mostly on files like this one, it's grading the cheap half.
What llms.txt actually is: a plain-text file at your site's root that lists your key pages, so a tool can read your structure without reconstructing it from a sprawling sitemap. A hand-drawn map you leave at the door. The catch is who's picking it up. Google has said its search systems don't read it. The major AI crawlers mostly walk past it and parse your HTML like anyone else. The reliable readers are dev tools — a coding assistant you've explicitly pointed at the file. Try it yourself: ask an assistant whether it would reach for /llms.txt on a domain it's never seen. The honest answer is that it goes to your homepage, your docs, your pricing — not a file it has no reason to expect. The map is real. The demand for it mostly isn't, yet.
None of this is “never add it.” Five minutes of insurance is rational — we shipped sitemap.xml before anything needed it, too. It's that you shouldn't pay for it twice by believing it did work it can't do. And as ever: we'll only tell you whether your own pages hold an answer — never what a model said to someone, which no one can honestly claim to see.
Can it reach you?
A crawler finds your pages. A sitemap helps; llms.txt was meant to — but almost nothing reads it yet, so today this just comes down to the basics every site already does.
Can it read you?
The page resolves into real text, not a wall of JavaScript an AI abandons halfway through. Table stakes — and worth getting right.
Can it answer from you?
A buyer asks a real question — your refund window, your SOC 2 status, the price — and the page states it, clearly, once. No file does this for you. This is the whole game, and it's the room llms.txt was only ever pointing at.
So add the file, then forget about it, and put the real time where it counts: going question by question through what a buyer's AI would ask, and checking whether your pages actually answer. That's the work — we looked at how often a site quietly can't answer the questions buyers bring, and how we make sure the gaps we point at are real ones — and it's where “AI-ready” is decided. The map is the easy part. The house is the point.
The best llms.txt in the world is a perfect map to an empty room.
Add the llms.txt in five minutes. Then find out which questions your pages still can't answer — that's the half that actually decides whether an AI cites you or guesses.
Score your site free