Every recommendation an AI assistant makes starts with a machine reading your site — no JavaScript, no images, raw HTML only. We run the deterministic engine that measures exactly what those machines see, proves what they miss, and watches it every single day. Any website. Evidence for every claim.
ChatGPT, Perplexity & Co. read stores without JavaScript, parse product schema and check policies before they recommend anything. A store they can't parse doesn't exist for them — and most owners have no idea.
Fix it — the Agent-Ready Kit, $19 →See what breaks, get the code that fixes it, then keep it fixed. Each step builds on the last — and every line is computed from your own pages, never invented.
The engine fetches your site twice — raw, exactly as an agent reads it, and rendered, as a browser paints it — and classifies every signal into one of three states: present, missing, or the one nobody else measures: present but invisible — on your page, but only after JavaScript runs, so a model never sees it. Blocked crawlers gate the score entirely, with the exact robots.txt lines to delete.
Not advice — files. Paste-ready product schema for every page we found, built from your own observed values with anything unknowable marked instead of guessed. Your own agents.md and llms.txt, replacing the boilerplate your platform serves to every site. A numbered fix order. One download.
A theme update, a replatform, one WAF rule — the machine layer breaks silently while the page looks perfect to humans. Watch re-runs the full engine on your domain daily and alerts you the moment a check regresses, with the evidence in the alert. And a fix only counts when the next run confirms it — measured, never self-reported.
One deterministic engine under everything: the free check measures, the Kit hands you the fix as files, and Watch re-runs the whole engine on your domain every day — with an alert the moment something breaks and the fix proven by the next run.
Enterprise AI-visibility platforms start around $500/month. Frictionless is deterministic to the core — same input, same score, no model in the loop — which is why it can be this fast, this checkable, and this priced. The $19 Kit carries a 30-day money-back guarantee.
The full engine, once: both views, three states per check, evidence for every claim. Forever free.
GDPR-compliant · No signup · No credit card
The fix as files, generated from your own pages. Paste it in and you are done.
If it shows you nothing new, you get your money back.
The machine layer breaks silently — a theme update, one WAF rule — while the page looks perfect to humans. Watch runs the full engine daily and tells you the moment it happens.
Straight to Stripe — no account, no email. The link you get back is your dashboard.
Run a Shopify store? The Frictionless app adds the loop inside your admin — weekly re-checks with score delta, the Weekly AI-agent readiness re-check, one-click theme blocks. $29/month with 7 days free, or $290/year, billed by Shopify. Never writes to your theme or products.
Under a minute · evidence included · no signup
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