For publishers
Editorial teams shipped great content for years and measured impact via Search Console. Now ChatGPT, Claude, Perplexity, and Gemini are quoting articles to millions of users who never visit Google. CitationDesk's free score audits any article for the structural gaps that block citation — and the free generators ship the fixes.
What we hear from publishers
A 2023 explainer that still ranks #2 on Google might be invisible to Perplexity because the first paragraph is editorial throat-clearing rather than a quote-ready fact. Search Console can't surface that gap.
When ChatGPT explains a topic you've covered for years, it cites a Substack-class operator who shipped a single tightly-formatted post. The Substack writer didn't out-research you — they out-formatted you.
Your CEO read three op-eds about AI search and now wants "the citation share-of-voice on our top 50 queries". Nobody on the SEO team has a dashboard for this.
How CitationDesk fits
Run the free score on each evergreen article — see which of the five dimensions (SEO Foundation, GEO Readiness, Dual Fit, Entity Coherence, Bot-Crawl Health) it fails, and fix worst-first with the Fix Kit.
The Citation Readiness Score audit catches the structural format issues that prevent citation — long lead paragraphs, missing DefinedTerm schema, no quote-ready answer in first 100 words. Each article gets a 0-100 score + specific fix.
For continuous per-article citation tracking and drop alerts, pair the free audit with a dedicated monitoring platform — we compare the options honestly on our /vs/ pages.
Worked example
HoldLens — a niche reference publisher — went from 0 to 10% ChatGPT inbound in 14 days by closing five structural format gaps the audit surfaced.
Read the case study →Paste any URL. 90 seconds. 0-100 score across five dimensions plus the highest-leverage fix you can ship this week.