We ask the answer engines the questions your buyers ask, and count who gets named, in what order and from which sources. The engines disagree, and that is the finding.
Here are the seven things a Kvasano report does for AI ranking teams, each with a real example from our public benchmarks: earplugs (Loop vs Hears) and software (monday.com vs Asana and ClickUp). Measured 25 October 2026.
1. How often are they in the answer?
Share of AI answers across the questions in your category.
In a real report: ClickUp and monday.com appear in 79% of answers, Asana in 72%.
2. Are they named first?
Being named is not the same as being recommended. We count first place separately.
In a real report: When Hears is named, it is named first 65% of the time.
3. Which engine favours whom?
Google AI Overview, Perplexity, ChatGPT Search and Gemini, one by one.
In a real report: monday.com is in 92% of ChatGPT Search answers and 55% of Google AI Overview answers.
4. Which questions do they win?
Answers split into use-case, comparison, problem and branded questions, plus the questions you are not in at all.
In a real report: Loop is in 92% of comparison answers and 55% of use-case answers.
5. What do the engines read first?
A citation map of the domains the engines cite before they answer, including your own site.
In a real report: Rebuilt every 14 days from the same questions.
6. Which assistants send visitors?
Traffic from AI assistants, split by ChatGPT, Gemini, Perplexity and Claude. The number your own analytics cannot show.
In a real report: 48.9% of Asana's attributed AI traffic comes from Claude. 95.6% of Loop's comes from ChatGPT.
7. Where are buyers asking right now?
Reddit threads with buying intent, separated from noise.
In a real report: 16 Reddit threads with buying intent named ClickUp.
All seven, every 14 days
Every competitor on your plan is measured every 14 days, and so is your own brand, with the same sources on both sides. Every number links to where it came from.
See it for yourself in the AI ranking view of a real report, or start with one competitor. The first benchmark is free: one domain, measured against you, no card and no call. Start here.
Pick one competitor. See what we find.
Your first benchmark is free. One domain, measured against you, no card and no call.