01 Comparisons
Two ideas, side by side.
Side-by-side comparisons of AI platforms, tools and techniques for AI visibility engineering.
All comparisons
ChatGPT vs Perplexity: Source Selection
How two AI answer engines evaluate and cite information differently.
View comparison →Structured Data Formats Compared
JSON-LD, Microdata, and RDFa for AI visibility — which works best.
View comparison →ChatGPT vs Google AI Overviews
Retrieval methods, citation patterns and optimization strategies compared.
View comparison →AI Visibility Audit Tools Compared
Manual testing, automated platforms and agency approaches for AI visibility measurement.
View comparison →The first move
Find out how six answer engines describe you.
The free AI Visibility Audit reports what ChatGPT, Perplexity, Google AI Overviews, Gemini, Claude and Copilot say about your brand today — and where the gaps are.
- Platform-by-platform visibility snapshot
- Entity clarity assessment
- Competitor comparison
- Prioritized actions