We simulate AI agents buying your product — from discovery to integration — and show exactly where the funnel breaks. Then we tell you how to fix it.
AEO tools tell you if AI mentions your content. We measure if AI can actually buy and use your product — and compute your agent conversion rate.
No signup required · Results in 2 minutes · Pay as you go from $0.73/eval
Evaluating products from
AEO tools track AI mentions. We simulate the entire purchasing journey — from discovery to integration.
We run GPT, Claude, and Gemini through a 5-stage buying funnel: discover, understand, prefer, plan, and execute. Against your product and competitors. Simultaneously.
Can an agent actually npm install your SDK and send a request? We score 6 dimensions: non-interactivity, determinism, output parsability, error clarity, time-to-success, and scriptability.
Not vague advice. Specific fixes: “Add --output json flag” or “Simplify auth to one env var.” Your team can ship improvements this sprint, not next quarter.
Five steps to a complete agent readiness assessment.
Enter your website, up to 5 competitors, and the task scenario you want evaluated. Takes 10 seconds.
Multiple LLM models independently discover your product, read your docs, pricing, and feature pages as a potential buyer would.
Each agent forms a preference ranking based on feature match, documentation quality, pricing clarity, and integration complexity.
Agents draft step-by-step implementation plans, testing whether your APIs and CLI tools are machine-operable.
Receive scores across all funnel stages, competitive comparison, root-cause diagnosis, and prioritized engineering recommendations.
Most AEO tools stop at visibility. We start where they end.
See how leading developer tools perform when AI agents try to buy them.
We ran three AI agents through a full buying simulation for transactional email. Product clarity beats product breadth.
Read evaluation →AI agents evaluated three database platforms. Single-command setup wins the agent buying funnel every time.
Read evaluation →Even the gold standard has agent readiness gaps. More docs does not equal more agent-friendly.
Read evaluation →Find out why. First eval free. Then pay as you go — from $0.73/eval.
See Your Agent Readiness Score →