AI & Searchgrowth

AI Citation Cluster

Topic clustering with real AI citation data

What it does

Traditional topic clustering groups keywords by theme — but ignores who actually gets cited in AI answers. AI Citation Cluster enriches each cluster with data from Google AIO and Perplexity to show who gets cited per topic, what source types dominate, and where your gap is. The result: content clusters you can actually act on for AI visibility.

Traditional topic clustering lacks AI data

Existing cluster tools group keywords without knowing who actually gets cited in AI answers.

• You build content clusters without knowing if AI platforms cite your type of content
• Some topics are dominated by media outlets — no matter how good your content is
• You don't know which competitors own each topic area in AI search
• Gaps between organic SEO and AI visibility remain invisible

Content clusters with real citation data

AI Citation Cluster enriches each cluster with data from Google AIO and Perplexity to show who gets cited and where the gap is.

• Serper AIO scanning per keyword: who gets cited in AI Overviews?
• Perplexity cross-check for gap keywords with real API calls
• Source type classification: brand-friendly, media-only, e-commerce, mixed
• Gap score per cluster with prioritized content recommendations

Features

• 8-12 Thematic Clusters: AI-generated clusters with up to 8 keywords each, sorted by gap score.
• Gap Score: Composite score showing how much opportunity you have per cluster.
• Competitor Comparison: See which competitors get cited most per cluster and source type.
• Content Recommendations: AI-generated strategies per cluster tailored to source type and gap.

FAQ

What's the difference between regular topic clustering and AI citation clustering?

Regular clustering groups keywords by theme. AI citation clustering also checks who gets cited in Google AIO and Perplexity per keyword — so you know if it's possible to get cited.

What does source type classification mean?

Each keyword gets a source type: brand-friendly (AI cites business sites), media-only (only large media outlets), e-commerce (product platforms), or mixed.

How many credits does it cost?

100 credits per analysis. Includes 64-96 Serper calls, 10 Perplexity calls, and 2 Gemini analyses.

Try AI Citation Cluster free