You can't answer the "AI share-of-voice" question
Three vendors pitched you AI-search dashboards. Each told a different story. You need ground truth — not a vendor-told narrative.
For content marketers
AI-citation tracking for content marketers — measure the share-of-voice nobody else does.
You shipped 200 articles, hit your traffic numbers, got the promotion. Now your CMO asks "what's our share-of-voice in AI search?" and you don't have a number. CitationDesk gives you that number — per query, per LLM, per week — with the format-gap audit that lifts it.
What we hear from content marketers
Three patterns showing up across your peers.
Your top-of-funnel pages are leaking
Your "ultimate guide" pages still rank fine on Google but get cited 0 times in 4 LLMs. The traffic loss to AI Overviews is hitting your category — and you're structurally on the wrong side of it.
Editorial process doesn't include citation-fit
Your writers optimize for word count + H2 sub-headings + keyword density. None of those translate to citation-fit. Briefs need a new section.
How CitationDesk fits
Built for the way content marketers work.
Per-article citation timeline
See which articles are cited by which LLM, on which queries, with timestamps. Show your CMO a real number — "cited on 23 of our top 50 buyer queries by ChatGPT, 18 by Claude, 31 by Perplexity, 14 by Gemini".
Per-article fix list
For the articles NOT being cited, the Citation Readiness Score returns a per-article fix list. Update the brief template. Send the list to your editorial team. Measure citation lift over 4-8 weeks.
Competitor citation tracking
When LLMs cite your competitor instead of you, you see the citation event. Use it for competitive intelligence + editorial repositioning.
Worked example
HoldLens.
HoldLens is editorial content shipped solo. The five fixes that recovered AI citation are the same five every B2B content team should apply to their top-50 evergreen articles.
Read the case study →“We had a 230-page content library and no idea how much of it AI search was citing. CitationDesk gave us a real number in one week — and the per-article fix list. Editorial briefs now include "first paragraph must be fact-shaped".”
Get your free Citation Readiness Score.
Paste any URL. 90 seconds. 0-100 score across five dimensions plus the highest-leverage fix you can ship this week.