Citation Analysis Across AI Platforms
Discover which of your pages AI platforms cite, identify citation gaps where competitors are referenced but you are not, and monitor source attribution trends over time.
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Page-Level Citation Tracking
Brand Auditor identifies every URL that AI platforms cite when answering queries about your keywords. See which of your blog posts, landing pages, and documentation pages are being used as sources by ChatGPT, Gemini, Perplexity, and Google AI Mode.
- Exact URLs cited by each LLM platform for every keyword
- Citation frequency counts showing your most-referenced pages
- New citation alerts when a previously uncited page gets picked up
- Citation loss alerts when a page drops from AI source lists
Citation Gap Analysis
The most actionable insight in AI visibility is knowing where competitors get cited and you do not. Brand Auditor compares your citation profile against competitors to surface content opportunities where creating or improving a page could earn you AI citations.
- Side-by-side citation comparison between you and each competitor
- Gap identification showing keywords where competitors are cited but you are not
- Content opportunity scoring based on citation gap size and keyword priority
- Recommendations for pages to create or update to close citation gaps
Source Attribution Trends
AI platforms continuously update which sources they reference. Brand Auditor tracks how your citation profile evolves across audit cycles, so you can see whether your content strategy is earning more citations or losing ground.
- Citation trend charts across all platforms over time
- Per-page citation trajectory to see which content is gaining traction
- Competitor citation trend overlay for competitive context
- Correlation analysis between content updates and citation changes
Frequently asked questions
Brand Auditor analyses the sources and links that each AI platform includes in its responses. For platforms that provide inline citations (like Perplexity), we extract the exact URLs. For platforms that reference sources more loosely, we identify domain-level attributions.
Yes. The citation gap analysis shows the exact URLs that each competitor has cited across all four LLM platforms. This gives you a precise content map of what is working for your competitors in AI search.
AI citations can shift with every model update and content crawl. We typically see meaningful changes on a weekly to monthly basis. Running regular audits helps you track these shifts and respond quickly when citations change.
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