How it works
Enter the URL and a one-line summary of your page, plus the query shape you want to be cited for. The tool scores seven weighted factors - query relevance, entity alignment, domain authority, schema markup, freshness, external sources and answer-shape - and returns a composite citation probability.
Why pair prediction with the rewrite loop
- The big unlock is running this against 10-20 query variants per page to find the angle where the page is already strong.
- If relevance is high but schema and sources are missing, that's a 60-second fix for a 20-point score lift.
- If relevance is low, the page probably needs to be rewritten around the target query or the query belongs on a different page entirely.
Then
Ship the fixes the prediction surfaces. Use the Citation Probability Calculator for sentence-level scoring, and the Article schema generator if schema is the gap. Read how AI assistants choose citations for the full model.