AI Agent Optimization (AAO)
An optimization concept focused on making a service easier for autonomous AI agents to evaluate and choose
#AI agent optimization#AAO#agent optimization#agent discoverability
What is AAO?
AAO is the practice of preparing a product or service so that autonomous AI agents can discover, evaluate, and choose it more easily during task execution.
When does it matter?
It becomes more important as agents start handling tasks such as booking, purchasing, comparing tools, and completing workflow steps on behalf of users.
Practical early steps
Maintaining llms.txt, clean API documentation, and clear machine-readable service descriptions are common early preparations.
Related terms
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AI Visibility Diagnosis
A multi-channel diagnostic process that measures how well a brand or website is discovered, cited, and accurately described by AI systems — covering SEO, AEO, GEO, and AAO
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trensee's composite scoring framework that quantifies how likely a website is to be cited by AI answer engines — measuring crawlability, structured data, AEO readiness, citation signals, and page speed on an A–F scale
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Answer Engine Optimization (AEO)
The practice of structuring content so that AI answer engines select it as the source for direct answers — covering featured snippets, voice responses, and LLM-generated replies
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FAQPage Schema
A JSON-LD markup that structures FAQ question-answer content so AI answer engines and search engines can parse it directly
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Generative Engine Optimization (GEO)
A strategy for increasing the likelihood that generative AI systems — ChatGPT, Claude, Gemini, Perplexity — cite your content or mention your brand when answering user questions