How visible is your brand to AI?
Answer 5 quick questions and see how your content strategy compares to 593,181 buyer personas across 500+ industries.
Select your industry
We will compare your answers against real industry benchmarks based on 1,000,000+ buyer personas from the PersonaGen-1M dataset.
Why benchmark your AI visibility?
AI models already have opinions
ChatGPT, Perplexity, and Gemini are answering buyer questions about your market right now. The question is whether they mention your brand.
Content gaps cost you recommendations
Brands that address fewer buyer needs appear less often in AI-generated answers. Each gap is a missed recommendation opportunity.
Your competitors are catching on
Early movers in AI visibility are already shaping how AI models perceive their category. Waiting means playing catch-up.
People Also Ask
It scores how aligned your content is with the topics, formats, and trust signals AI models cite when answering buyer questions in your industry. Higher scores correlate with higher recommendation share in AI answers.
About 60 seconds. There are five questions, no signup required, and your score appears as soon as you finish.
We compare your answers against PersonaGen-1M, our open dataset of 1,031,732 AI-generated buyer personas across 500+ industries. The benchmark for each industry is built from how AI models describe and recommend brands in that sector.
No. The calculator runs in your browser. We do not store your answers, ask for an email, or attach the result to a profile.
Use it as a baseline. The result page shows which content dimensions you scored highest and lowest on, plus playbooks for closing each gap. You can also book a 1:1 review if you want a deeper diagnostic.
Yes. It is one of several free AI visibility tools on open.rankfor.ai, alongside the Dice Roller, Persona Matcher, and Readiness Score.