Classic SEO asked whether a crawler could index you. This asks a harder question: can a model find the answer, read it without a browser, and cite it without guessing? Tick what is already true. Score updates live. No signup, nothing leaves the page.
Under 30%: the site is invisible to answer engines for structural reasons, not for lack of content. 30-60%: crawlable, but not quotable - usually missing direct answers, numbers and entity signals. 60-80%: quoted occasionally; the gap is almost always third-party presence. Above 80%: you have done the cheap part; the rest is publishing cadence and being right more often than the competition.
Two checks carry more weight than the rest for a reason: one question answered in the first 60 words, and prices and limits stated as numbers. Models quote what they can verify, and vague pages get summarised into nothing.
This checklist is the method. The done-for-you version - offer page, query-intent source pages, schema,
llms.txt, IndexNow, and the tracked event that proves a quote turned into a conversation - is
built in fixed packages: Sprint $900 one-time, Engine $1,900/month,
Full build $2,900 one-time.
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Related free tool: llms.txt generator — the file that tells models what the site answers and which pages are canonical.
Also: Service / Offer schema generator — copy-ready Service + OfferCatalog JSON-LD with the price, url and description checks.
Also: UTM + GA4 event naming builder — the tagged url and the event name that ends a test, with the checks that decide whether the number is readable.
Also: AI crawler robots.txt generator — who may cite you and who may train on you, written as robots.txt groups you can paste.
Also: A/B verdict calculator — was the difference separated from zero, and was the volume ever above the floor the observed lift needs?
Also: honest test queue planner — turn volume into a queue: the floor per arm, the days each test needs and the day each verdict lands.
Also: what one honest test costs to finish — the contacts a verdict needs, the days it takes and how many funded tests a budget carries.
Also: which step of your funnel can fund a verdict — the floor, the events each arm sees in a month, and the months a readable unit takes at your volume.
Also: which of your channels can actually fund a verdict — floor per arm, months to verdict, the cost of one full two-arm test and the channel to run first at your volume.