ANSWER ENGINE OPTIMIZATION

When buyers ask AI, will you be the answer?

Independent research and practical frameworks on how ChatGPT, Gemini, Claude, Perplexity, and the other AI tools your buyers use decide which companies to name.

AI Search
Rewards:

Clarity

Expertise

Consistency

Structure

Proof

MEASURING AEO

AEO Maturity Model showing four quadrants: Emerging, Technically Equipped, Unstructured Authority, and Cited Authority, plotting Technical Readiness against Citation Strength with customer example overlay

Inside-out and Outside-in

AEO didn't have a standard way to measure progress, so I built one: a model that tracks two distinct perspectives, technical readiness (whether AI can read and index you) and citation strength (whether it chooses to mention you).
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See the full Maturity Model →

The method

Foundations before tactics. Every time.

Fix the foundation first, then build AEO on top of something solid.

Assess

Audit your current AI visibility, messaging clarity, content structure, and technical readiness. Know where you stand before you change anything.

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Build

Do the foundational work in the right order: messaging first, then structured content, authority signals, and technical readiness.

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Measure

Track what's measurable. AEO compounds over time, so watch the trajectory.

Explore the knowledge base.

AEO is changing fast, and I publish what I learn as I go. Good places to start:

AEO Insights

Tips, war stories, and perspectives on AEO

Animated illustration of the AEO Maturity Model, with a robot following a glowing path through Emerging, Technically Equipped, Unstructured Authority, and Cited Authority quadrants.

Article

How do you know if AEO is working?

A framework for measuring AEO progress, and what to do with the answer.

A glowing AI citation engine on a central rock, drawing bright amber streams from a crowded neon district of vendor pages, listicles, and comparison sites on the left, and cooler blue streams from a quieter classical district of trade media, research paper

Article

Who Gets Cited: Who AI is Listening to and Why

Why vendor and amateur sites out-cite the analysts, for now.

Illustrated crossroads comparing Webflow, WordPress, Wix, Framer, HubSpot CMS, Kajabi, and Squarespace against an AEO scorecard, framed as which path leads to the best AI visibility.

Article

Which Website Development Tool is Best for AEO?

Which website platform is actually best for AEO? We scored seven.

Have a question about AEO?

Everything I've worked out about AEO so far is published here. If you have a question, want to push back on something I've written, or just want to compare notes, get in touch. Those conversations are the best part of the work.

Get in touch →Email me →