Insights · AEO, GEO and client acquisition

How businesses get recommended by AI.

Field notes from the Match Protocol™ Benchmark, the five layers in practice, and what changes when ChatGPT, Google AI Overviews, Perplexity and Gemini become your buyers' first stop.

Abstract illustration of an AI answer card with one highlighted line, representing a business named inside an AI answer

What Is Answer Engine Optimization (AEO)? A Plain-English Guide for Business Owners

AEO is how you get named inside AI answers from ChatGPT, Google AI, Perplexity and Gemini. Here is what it is, why it matters, and where to start.
Three overlapping rings representing SEO, AEO and GEO, with the center ring highlighted

AEO vs GEO vs SEO: What Each Does and Which One Gets You Recommended

SEO ranks pages. AEO and GEO get your business named in AI answers. Here is what each one does and which one actually gets you recommended.
Five ascending steps representing the five layers of Match Protocol

How to Get Your Business Recommended by ChatGPT, Google AI, Perplexity and Gemini

AI recommends the businesses it can read, match, quote and verify. Here are the five steps to get ChatGPT, Google AI, Perplexity and Gemini to name you.
Grid of 100 dots, one per business in the Match Protocol Benchmark 2026: 80 Ghosted, 13 Friend Zone, 5 First Date, 2 Going Steady, 0 The One

Why AI Ghosts 8 in 10 Small Businesses: What the 2026 Benchmark Found

The Match Protocol™ Benchmark 2026 scored 100 U.S. small businesses. Average score 50.9, and 8 in 10 landed in the Ghosted tier. Here is what AI search sees and what it skips.
A long stack of directory listings narrowing to a single highlighted answer

The Yellow Pages Moment: Why AI Search Is the Phone-Book Shift All Over Again

Being listed in the phone book once meant getting the call. Now being named by AI does. A founder's view on why this shift looks so familiar.
Score gauge pointing to 50.9 of 100, the benchmark average Match Protocol Score, in the Ghosted tier below 60

How to Read Your Match Protocol Score™: Stages, Tiers and the First Fix

Your Match Protocol Score is 0 to 100 across five stages and five tiers. Learn what each number means and which stage to fix first.
Code brackets around a connected entity graph, representing schema and structured data

The 3 Technical Fixes AI Search Needs: Schema, llms.txt and Crawler Access

Most small businesses have incomplete or missing structured data, and many have none at all. Here is how to fix schema, add llms.txt and open your site to AI crawlers.
A rigid grid on one side and a hand-drawn curve on the other, representing machine work and human work

Can Your Team Do AEO With ChatGPT? What Is Machine Work and What Is Human Work

ChatGPT can draft schema, FAQs and llms.txt. It cannot earn proof, fix what AI believes about you or close the call. Here is how to split the work.

Reading is useful. Being recommended is better.

Book a Match Protocol™ Strategy Session and see exactly where your business stands with AI engines and what to deploy first.

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