[CiteSnap]

Schema generator for AI citation

Build valid FAQPage, Article, HowTo and Organization JSON-LD, with the fields that matter for citation prompted rather than buried. Runs entirely in your browser — nothing you type is sent anywhere.

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Questions and answers

Word each question exactly as the visible heading on your page. A mismatch between schema and visible text is the single most common reason FAQ markup gets ignored.

Questions and answer 1

Output

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "FAQPage",
  "mainEntity": []
}
</script>

Paste into <head>. Every value must match what is visible on the page — schema that contradicts the page is worse than none.

What “citation-tuned” means here

It means the form prompts for the fields that decide whether an engine can attribute your page, rather than every field the vocabulary allows. Three fields do most of the work, and generic generators tend to hide all three.

  • sameAs — the corroboration signal. Without it, an Organization block is an unverifiable claim about yourself.
  • dateModified — whether an engine can tell your page is still current. Half of the freshness check.
  • author and publisher.logo — a named human and a real publisher, which is the difference between a document with an author and a document with none.

Where to put each type

TypePut it onCommon mistake
OrganizationEvery page, from your layoutOmitting sameAs, which is the field that makes it worth anything
ArticlePosts and guidesA dateModified that moves on every deploy — a trust signal you spend once
FAQPagePages with visible Q&A headingsQuestions in the schema that do not appear on the page
HowToStep-by-step proceduresSteps that do not match the visible numbered steps

How to install it

  1. Fill in the form and copy the <script> tag.
  2. Paste it into the page’s <head>, or anywhere in the body — both are valid, and a template partial is usually the right home.
  3. Confirm every value matches the visible page. This is the step people skip and it is the step that decides whether the markup counts.
  4. Re-scan with the GEO score checker to confirm the block parses. Invalid JSON-LD is dropped silently — no warning, no error, just gone.

What schema cannot do

It cannot make an unquotable page quotable. Structured data describes content; it does not create it. A page whose sections open with three sentences of setup will lose the 13-point answer-first check no matter how complete its Article block is, and that check alone outweighs schema and FAQ markup combined.

Marking up a page you have not first made worth quoting is the most common way to spend an afternoon on GEO and move the score by four points.

Frequently asked questions

Does schema markup help AI cite my page?

It helps, but less than the writing does. Structured data tells an engine what a page is and who published it, which supports entity resolution and attribution — worth 4 points for the schema itself plus most of the 7-point entity clarity check in the CiteSnap model. It cannot rescue a page whose content is unquotable.

Which schema type should I use?

Use FAQPage for a page of questions and answers, Article or BlogPosting for editorial, HowTo for a procedure, and Organization once, sitewide, in your layout. A page can carry more than one — an article with an FAQ section legitimately has both.

Does my JSON-LD have to match the visible page?

Yes, exactly, and this is the most common way schema fails. If your FAQPage lists a question that is not visible on the page, or an answer worded differently from the visible one, the markup is at best ignored and at worst treated as manipulation. Write the page first, then describe it.

Is anything I type here sent to a server?

No. This generator runs entirely in your browser — there is no API call and no analytics on the field contents. You can verify it by opening your network tab while you type.

What is sameAs and why does it matter so much?

sameAs is an array of URLs pointing at other profiles for the same entity — your LinkedIn company page, Wikipedia article, Crunchbase profile, GitHub organisation. It is how an engine confirms you are a real, known entity rather than an anonymous site making claims. Only list profiles that exist; a sameAs pointing nowhere is a claim an engine can check and find false.

Check the schema landed

Paste the output into your page, then scan it — the extension reads your JSON-LD the way an engine does and reports what it actually found, including blocks that fail to parse and are silently dropped.