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AOO

Measures whether AI agents can get real tasks done on a website

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What it does

Measures whether AI agents can get real tasks done on a website

AOO (Agent Operability Optimizer) sends a real LLM agent to a domain with about ten everyday tasks (find the price, contact someone, check the refund policy), records every request and how the agent learned each URL (link, sitemap, llms.txt, web search, model recall and so on), and scores the site 0-100: discovery 20, access 30, navigation 30, completion 20. Site owners and marketers get a fix pack (robots.txt, llms.txt, JSON-LD), apply it through deploy connections and re-measure. It also has a leaderboard, company group audits and monitoring. Sites in any country can be measured; reports are in Korean, English and Japanese.

How to buy

People

Top up Lima and pay for what you use (1 Lima = $0.077 whole Lima). For now top-ups go through our team. Ask to top up · m-support@listeningmind.com

Agents

An agent calls the same functions through the app's MCP server (https://daas-aoo.listeningmind.ai/mcp), signs in with a member key and pays each run from the account's Lima.

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    Questions people ask

    What is the AOO?

    Measures whether AI agents can get real tasks done on a website.

    How much does it cost?

    About 17 Lima a run ($1.31) (median of 19 runs in the last 30 days).

    How do I start?

    Sign in as a member and run it. The cost is shown before a run starts.