AI visibility
How to make a page citable by AI
page-citability-read a saved expert workflow your assistant follows, in Claude, ChatGPT or Cursor
A free citability read of ONE pasted URL: fetch the page and read it against the evidence-graded factors that measurably move AI citations, heading-to-question mirroring, liftable passage form, evidence density, focused-versus-exhaustive scope, a qualitative, claim-cited read, never an invented score.
Try it
is this page citable
Private beta Part of the quattr-ai-search plugin, rolling out org by org. Request access ↗
Say any of these
would AI cite this page?citability check on this URLwhy would ChatGPT cite this pageread my page for AI answersis this article AI-friendly?what should I fix on this page for AI search?
You never name the skill or a tool, the assistant routes on what you asked. These are the phrasings it recognises for this one.
And when it stays out of the way
Not when you ask whether they ARE cited or how often ("which pages get cited", "citation rate this week"), that is measured data.
Use it instead of ai-citation-monitoring or aeo-audit when there is no Quattr account and the ask is a single-page content read; use ai-citation-monitoring (or aeo-audit) instead when you have a Quattr account/MCP connected, whether you are ACTUALLY cited is measured there.
What it reads
This one answers from evidence rather than from your metrics, it fetches and reads what it needs, so it runs no analyses against your data.
The numbers behind it
Reports these numbers feed
What it refuses to do
- Simulation-derived numbers (the +30 to 40% class) are share-of-answer visibility in a simulated engine, never present them as expected traffic or production citation lift.
- One page, one fetch, our fetcher: rendering and bot-treatment differences mean the fetched HTML may not be exactly what an AI crawler receives.
- If the page can't be fetched, stop at the fetch finding, never read a page from memory or training data.
What the answer looks like
Would AI cite this page?
Analysis plan, every step, resolved for you
- Routed to the governed workflow
page-citability-read - Dates bound explicitly
Aug 1, 2026 - Honesty gates armed
scope echo · freshness
A qualitative read against evidence-graded citation factors, never an invented score.
- Liftable passages
- 2 found self-contained answers an engine can quote
- Headings mirroring questions
- 1 of 6 five headings are clever, not askable
- Evidence density
- low claims present, sources uncited
Aug 1, 2026
⚠ Observationalas of Aug 1, 2026 (page fetched live)IllustrativeOpen in Quattr ↗
Rewrite headings as the questions people ask and cite the two stats, then measure actual citations with a Quattr account.
A simulated conversation on fictional data. Scope, freshness and the ⚠ Observational marker are attached by the same director that renders every demo here, not written by hand.
Want this Skill running on your own accounts? Every Quattr customer works with an AI Search Strategist who sets it up with you.