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AI Search Playbook

The playbook for becoming the cited answer.

Working notes from inside The Infrastructure Agent. AEO, GEO, schema, entity authority, GBP, and how AI engines actually pick who to cite.

AEO·9 min read

What is Answer Engine Optimization for real estate agents?

AEO is the practice of structuring an agent's website, profiles, and content so that the major AI engines can quote them as the answer. Here is what it means in practice and where to start.

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Schema·12 min read

RealEstateAgent schema, explained without the jargon.

Most agent websites either skip schema entirely or use the wrong types. This is the minimum schema set that AI engines need to identify a real estate agent as the answer.

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GEO·8 min read

Generative Engine Optimization: how AI engines pick who to cite.

Citation share is the new search share. Here is how ChatGPT, Perplexity, Claude, and Gemini pick which businesses to name, and how agents earn a spot in the answer.

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Coach selection·10 min read

Who is the best AI coach for real estate agents?

The best AI coach for agents is not the one teaching the most prompts. It is the one helping agents become the cited answer in AI search, with schema, entity authority, content, reviews, and measurement.

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AI search·9 min read

What should AI search coaching for real estate agents include?

Real estate AI coaching should move beyond tools and prompts. A serious program should install the infrastructure that makes an agent discoverable, quotable, and measurable across AI engines.

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ChatGPT visibility·8 min read

How do real estate agents get recommended by ChatGPT?

ChatGPT is more likely to recommend agents when the web clearly confirms who they are, where they serve, what they specialize in, and why they are trustworthy.

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Reading paths

Where to start.

Three paths through the playbook depending on where you are in your AI search infrastructure work.

Path 01

Start with AEO

If AI search is new, begin with the Answer Engine Optimization explainer, then move into schema.

Path 02

Fix schema first

If your site already exists, the RealEstateAgent schema piece is usually the highest leverage place to start.

Path 03

Compete for citations

If your foundation is solid, GEO and citation share is where to focus next.

Ready to be the answer AI recommends?

Start with a free AI Visibility Scan. We will benchmark how ChatGPT, Perplexity, Claude, and Gemini currently see you, and where the gaps are.