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 readiness for content marketers — fix the pages AI search skips.
You shipped 200 articles, hit your traffic numbers, got the promotion. Now your CMO asks "what's our share-of-voice in AI search?" CitationDesk's free format-gap audit shows why articles do or don't get cited — per article, in 90 seconds — and for the weekly tracked number, we point you to the right monitoring tool.
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.
Spot-check your library
Ask the four LLMs your top buyer queries and see which articles get cited. For the ones that don't, the free score explains why — per article, with the specific format gap named.
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.
Monitoring, when the CMO wants a weekly number
For a per-query, per-LLM share-of-voice number tracked week over week, pair the free audit with a dedicated monitoring platform — we compare the options honestly.
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 →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.