AI Visibility Battle
See exactly why AI bots prefer your competitor. Compare content density, structure, and citation potential side-by-side.
How this Competitor Analysis Works
The **AI Visibility Battle** runs two simultaneous audits to benchmark your site against a rival. We don't just check keywords; we analyze the **structural integrity** and **information density** that AI models care about.
- Comparative Density: We calculate who provides more "facts per pixel". AI models prefer high-density content sources.
- Structure Battle: We check whose H1-H6 hierarchy is cleaner. A chaotic structure confuses the AI context window.
- Citation Potential: We score the likelihood of being cited based on the presence of data tables, lists, and unique insights.
Why Benchmarking Matters for GEO
Zero-Sum Game
In AI Search (ChatGPT, Perplexity), there is often only ONE answer. Being technically superior to your competitor is often the tie-breaker for who gets the citation.
Identify Gaps Instantly
If your competitor allows `GPTBot` and you block it, or if their content density is 20% higher, you are losing the invisible battle for AI traffic before users even search.
Davide Agostini
Android Mobile Engineer and Founder of ViaMetric. Davide specializes in technical SEO and the emerging field of Generative Engine Optimization (GEO), helping founders navigate the shift from links to AI citations.
Frequently Asked Questions
Yes, as long as the website is public and accessible. You can compare your site against direct competitors, industry leaders, or even your own staging environment.
It's the ratio of meaningful text to HTML code. A higher density means the AI 'sees' more information and less code noise. If your competitor has 25% density and you have 5%, they are much easier for an LLM to parse.
No. This tool focuses on **On-Page GEO** factors (Structure, Density, Technical Blocking). For backlink analysis, you would typically use traditional SEO tools, but for AI Visibility, technical structure is often more important.