What is Citation Mix?
Published · Updated
Citation Mix shows what content formats AI engines actually cite for your category. Across a 16-query test set, we measure what percentage of cited sources are Product pages, Listicles, Guides, Blogs and Other formats. The mix tells you which content type wins citations in your specific market, so you know where to invest your content production effort instead of guessing.
How is Citation Mix measured?
- -Run the 16-query test set across ChatGPT, Claude, Perplexity and Google AI Overviews, 64 tests in total.
- -Capture every cited URL the engines surface.
- -Classify each URL by format: Product / Service page, Listicle, Guide, Blog post, Other (forums, directories, news).
- -Express each format as a percentage of total cited URLs.
Why is the Citation Mix different in every category?
The mix differs by category because each set of buyers reads different sources, so the engines learn to trust different formats. Insurance broking queries often cite listicles and comparison pages. Legal queries skew toward guides and authority-site articles. Motor claims queries pull heavily from forum and Q&A sources. There is no universal winning format. The mix tells you what your specific buyers' engines reward, so your content investment matches the evidence.
How do I act on Citation Mix?
- -If listicles dominate, prioritise being named in the lists rather than building your own.
- -If guides dominate, invest in long-form, schema-marked guides on your own domain.
- -If forums dominate, run the Reddit and forum cadence (see the 90-day citation cadence).
- -If product pages dominate, fix on-site direct-answer paragraphs and FAQ schema first.
Frequently Asked Questions
- Does Citation Mix change over time?
- Yes. AI engines retrain and re-weight sources regularly. We recommend re-measuring quarterly, which is built into AI Visibility Monitor.
- Can I see this for my sector before I commission an audit?
- The full Citation Mix breakdown comes with the paid audit, but the free Snapshot pack shows headline cited-source patterns across your top queries.
Related questions
- What is an AI Visibility Audit?: The diagnostic for your presence in AI answers.
- How to Measure AI Search Visibility: A three-metric framework you can run monthly.
- What is Citation Share?: The metric that tells you if you are winning.
- The 90-Day Citation Cadence: A publishing rhythm that builds citations.
- What is AEO?: Answer Engine Optimisation in plain English.
Want this measured on your own business rather than read about? The AI Visibility Audit scores your site across the major AI engines and hands you the fix plan.
Unsure about a term? Definitions live in the AI glossary and the Claude glossary. Start with AEO (Answer Engine Optimisation), Grounded AI and Large Language Model (LLM).
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