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AI Search

Insights, frameworks, and actionable strategies on Generative Engine Optimization (GEO)—crafted to help modern brands dominate AI visibility and claim market Share of Voice.

How to Measure and Report AI Visibility ROI

AI visibility ROI is partly modeled. Here's a four-bucket board report that discloses the uncertainty.

Does GEO Actually Work? A Practical Evidence Standard

GEO can be measured, but proving cause is harder. Here's an evidence standard for testing it.

Decision-Stage AI Prompts: The Questions That Shape the Shortlist

The prompts closest to a buying decision decide who makes the shortlist. Here's how to track them.

What Drives AI Brand Mentions? What the Data Actually Shows

There's no single GEO ranking factor. Here's what the data says about the signals behind AI brand mentions.

How to Get Cited in Google AI Overviews

You can't force a citation, but you can improve your odds. Here's how to earn and measure one.

Generative Engine Optimization (GEO): How to Get Your Brand Into AI Answers

Search is being replaced by answers. GEO is how you make sure your brand is in them.

AI Share of Voice: How to Measure and Improve Brand Visibility in AI Answers

Only a few brands make it into AI answers. Here's how to measure — and improve — yours.

ChatGPT Share of Voice: How to Measure Your Brand Against Competitors

A competitor beating you in ChatGPT answers isn't random. Here's how to find out why — and fix it.

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