AI Visibility Audit and Citation Gap Analysis
Most businesses have no idea whether AI platforms cite them, ignore them, or recommend competitors instead. You cannot build a strategy without a baseline.
We conduct a full-spectrum AI visibility audit across ChatGPT, Google AI Overviews, Perplexity, Gemini, Claude, and Copilot. We map whether your brand is cited for your priority queries — and what AI platforms say about you when they do cite you. We analyse which competitors AI platforms recommend instead and what content drives their selection. We assess every technical barrier: structured data gaps, AI crawler accessibility issues, content formatting problems that prevent AI extraction. We audit your entity consistency across your website, Google Business Profile, LinkedIn, and key directories. And we map query fan-out patterns — identifying the sub-queries AI platforms generate when processing your priority search terms, revealing exactly what content you need to build.
The result is a comprehensive AI Visibility Report with a prioritised Citation Roadmap, competitive benchmark, and technical gap analysis. You will know exactly where you stand and exactly what to fix first.
What the audit covers:
- ChatGPT, Google AI Overviews, Perplexity, Gemini, Claude, Copilot — all platforms
- Priority query citation mapping — are you cited, ignored, or displaced?
- Competitor AI citation analysis — who is winning and why
- Technical barrier assessment — structured data, crawler accessibility, formatting
- Entity consistency audit — website, GBP, LinkedIn, key directories
- Query fan-out mapping — sub-queries AI platforms generate for your terms