0135 pts
Buyer question fit
Does the page directly answer questions a potential customer would ask?
Free page diagnostic
Would an AI answer have a reason to cite your page?
Paste a URL. Get a clear baseline for how well that page answers buyer questions and gives AI systems facts they can use.
01 One page 02 Four signals 03 A score you can act on
W.AI CITATION READINESSLIVE SCAN
Check your page
Enter a public page URL to see your overall score and the four parts behind it.
Public pages only. The scan reads page text and may take up to a minute.
THE RUBRIC
What makes up the score
Four page-level signals, weighted toward whether the page can actually answer a customer's question.
0225 pts
Citable facts
Are there specific facts an answer can use without guessing?
0325 pts
Original evidence
Does the page back up its claims with details from this business?
0415 pts
Entity and scope clarity
Is it clear which business, place, and offer each fact describes?
THE METHOD
Why this score is a useful baseline
It is a consistent check of one page, with its limits shown plainly.
01
Same questions every time
Every page is graded against the same four broad buyer questions and the same weighted rubric.
02
Visible content only
The scan reads text rendered on the page. Hidden code does not earn credit. Pages we cannot read get a technical-review result.
03
Clear about the limit
This is page-level citation readiness. It does not measure mentions or citations in ChatGPT, Gemini, Google, or other tools.
WHAT WE TEST
The questions behind the grade
These broad questions make the baseline repeatable. A deeper review can test the exact prompts your customers use.
- What does this business offer, and who is it for?
- Where is the offer available, and what is the scope of service?
- What concrete details help someone compare this option, including price, process, or limits?
- What first-hand evidence supports the important claims on this page?
NEXT STEP
Get the score. Then find the gap.
Your scan shows the overall score and all four category scores. If you want to know what to change first, we can walk through the page together.
This research-informed rubric is a diagnostic, not a validated prediction of citations. Search eligibility and actual citations require separate checks. Google's guidance on AI search describes the indexing and content basics behind this approach.