AI & security
Answer Engine Checker
Whether AI answer engines can quote you, and attribute it
Answer engines do not send traffic for being crawled. They send it for being quotable - a passage that can be lifted, attributed and linked, rather than paraphrased into an answer that names nobody.
- Free, no signupNo account, no card
- No AI in the score986 deterministic rules
- Nothing publishedYour scans stay yours
- Answers in secondsQuick scan, no browser
100 rules cover what makes that possible: FAQ and HowTo markup, headings phrased as the questions people actually ask, semantic landmarks so the main content is identifiable, declared authorship and publication dates, cited sources, and content structured in self-contained passages rather than one continuous argument.
Most of these are detection rules rather than requirements, and they are scored accordingly. There is no specification for how an answer engine picks a passage, so the rules that encode observed behaviour are declared EMERGING and are near-incapable of moving your score - reported because they are useful, weighted honestly because the evidence is young.
Why this matters
Your competitor gets quoted. You do not.
Ask ChatGPT, Perplexity or an AI Overview a question your site answers well, and it names someone else's page. Yours may hold the better answer; it is simply not shaped so a machine can lift one passage out of it and say where that passage came from. The visit you never received leaves no trace in your analytics, so nothing tells you it happened.
What it costs you when this is wrong
You rank; the answer names someone else
Nothing on the page pairs a question with its answer - no FAQPage markup, no heading phrased as the question someone actually typed. You find out the day you search your own term and read the box sitting above your own listing.
The wrong sentence gets lifted
With no main landmark, the content an extractor sees includes your nav, cookie banner and footer; skip a heading level and a subsection reads as a sibling of its own parent. When a quote does appear, it is the wrong sentence, or it belongs to the section above.
Your wording returns, your name does not
No declared author, no publication or modified date, no machine-readable time element, no sources section - nothing for a passage to be attributed to. Your phrasing comes back inside an answer that links to nobody.
Why run it here
Eight rules score. The other 92 just report.
Ninety-two of these checks are declared informational and are excluded from the score outright, whatever they find. For the eight that count, weight is not chosen rule by rule: each declares a confidence tier, and one shared function turns that tier into a multiplier you can read for yourself.
One missing FAQ is charged once
The composite question-and-answer check is a rollup over the FAQ-markup and question-heading rules: both still run and still show their own result, but their impact is removed from the score so a single gap is not penalised twice. The report names every rule it excluded.
The AI writes prose, never a verdict
Every status comes from a deterministic rule read off the rendered page, so the same page scores the same twice; where an AI explanation appears it is labelled as prose and cannot change a status or a score. Findings link the standard they rest on, and these 100 checks run inside the same free audit as the other 886 - no account.
This check runs on its own here, and as part of the full audit alongside the other 985 rules. Either way the findings carry their evidence and their citation, and the report is never published or kept.
How to get quoted by answer engines
Being crawlable is not being quotable. An assistant has to bound a claim and attribute it, and these five things are what let it.
Phrase headings as the question the section answers, so the match is explicit rather than inferred.
Answer the question in the first sentence under the heading, then elaborate. A buried answer is one an engine cannot bound.
Add FAQPage or HowTo structured data where the content genuinely is a set of questions or a sequence of steps.
Put a named author and a visible published or modified date on the page, so there is something to cite.
Use semantic landmarks — header, nav, main, article, footer — so the answer can be separated from the navigation and the cookie notice.
What happens when you run it
Enter your address
Just the domain is enough — example.com, with or without the https. No account, no card, no crawl of your whole site.
We render it like a visitor
Your page opens in a real browser and JavaScript runs to completion, so what gets audited is the page a person actually sees — not the raw HTML your server sent. A screenshot comes back with the report as evidence of exactly what we measured.
You get findings you can act on
Up to 986 checks run against that rendered page. Each finding names the rule, quotes the evidence found on your page, cites the public specification behind it, and says what to change. Nothing is a judgement call — run it twice on an unchanged page and the score is identical.
What runs this check
- Real browser rendering
- JSON-LD expansion
Named because provenance is the product. Every finding in your report says which of these produced it, so you can check the reasoning rather than take a score on faith.
Questions
- What is answer engine optimisation?
- Making your content usable by systems that answer a question directly instead of returning ten links - AI Overviews, ChatGPT, Perplexity, Claude. The mechanics differ from classic SEO: structure and attributability matter more than keyword placement.
- Does FAQ schema still get rich results?
- Google restricted FAQ rich results to authoritative government and health sites in 2023, so for most sites the search-result carousel is gone. The markup is still worth having: answer engines read it, and it is one of the clearest ways to state a question-and-answer pair machine-readably.
Also checks
This page answers these searches too — they are the same job, so they share one page rather than being split across near-identical ones:
- answer engine optimization
- aeo checker
- featured snippet checker
- ai overview optimization
Other checkers
- HTML ValidatorW3C markup conformance, checked by a real parser
- CSS ValidatorStylesheets parsed and checked against the W3C property grammars
- Schema Markup ValidatorJSON-LD parsed, expanded to real schema.org IRIs, and checked
- Rich Results TestWhich search features your structured data qualifies for
- Website Scam DetectorThe trust signals people and payment processors check before believing a site
- AI ValidatorWhether AI models can find, read, quote and operate your site
- Broken Link CheckerEvery link on the page requested, with blocked and broken told apart
- SEO CheckerTitles, meta, canonicals, indexability and internal linking
- Accessibility CheckerTwo WCAG engines — one in a real browser, one on your markup
- Security Headers CheckerResponse headers, CSP quality, and the TLS certificate underneath
- Core Web Vitals CheckerMeasured for real, plus the page-weight causes behind the numbers
- AI Agent Readiness CheckerCan an agent find your buttons, read your labels and finish the task
- W3C ValidatorMarkup and stylesheet conformance in one pass
- AI Crawler CheckerWhich AI crawlers your robots.txt actually lets in
- SSL Certificate CheckerA real handshake: certificate, expiry, protocol and cipher
- robots.txt CheckerWhat your robots.txt actually allows, group by group
- Meta Tag CheckerTitles, descriptions, canonicals and robots directives
- Open Graph CheckerHow your link looks when someone shares it
- Image SEO CheckerAlt text, dimensions, formats and lazy loading
- Mobile-Friendly TestViewport, tap targets and responsive behaviour
- Website CheckerEvery module, one scan, one prioritised fix list
Run the answer engine checker now
No signup, no credit card. Quick answers in seconds; a full audit takes about a minute.
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