
How to Run an AI Visibility Audit (Free Template)
A repeatable, six-step method to measure whether ChatGPT, Gemini, and Perplexity actually recommend your brand — and a scorecard to track it over time.
Insights & Ideas
Exploring the intersection of AI and marketing — strategies, experiments, and insights from the frontier.

A repeatable, six-step method to measure whether ChatGPT, Gemini, and Perplexity actually recommend your brand — and a scorecard to track it over time.

Google now answers most searches before anyone clicks. Here is a data-backed, seven-step plan to win citations and recover the traffic AI Overviews are taking.

Keywords tell you what people type into a search box. Prompts tell you what your buyers actually ask an AI — and that is where the next decade of demand is being decided.

Why depth beats volume, how the pillar-cluster model works, and a scorecard to measure whether your site is actually an authority — or just a pile of posts.

ChatGPT, Perplexity and Gemini now send buyers to your site — but most of them hide inside "Direct." Here is the copy-paste setup that makes AI traffic visible.

Most teams adopt AI but never prove it pays off. Here is a four-layer framework that turns AI marketing into a defensible number your CFO will trust.

AI engines don't cite the most authoritative page. They cite the most extractable one. Here's the data-backed playbook for getting your brand into ChatGPT, Perplexity, and AI Overviews.

Three independent studies and Google's own documentation now agree: the file marketers were told to rush out has almost no effect on AI search visibility. Here is what to do instead.

Most brand-voice prompts fail because they describe your voice instead of showing it. Here's a reusable spec that fixes that.

A field guide to the seven tells that give machine-written content away — and the structural fix no humanizer tool can replicate.

Most teams have more analytics tools than ever — and less clarity than ever. Here's why attribution keeps failing, and what a smarter approach looks like.

Search is changing faster than most marketing teams realize. Here's what generative engine optimization actually means — and what to do about it.

Most companies can't afford five marketing specialists. An autonomous marketing team changes that equation — here's what it is, how it works, and how to stand one up.

Most marketing teams are stuck in a loop: create, post, repeat — with no system beneath it. Here's how to build one that compounds.

Automation follows rules. Agents pursue goals. The gap between them is wider than most marketers realize.

AI is becoming the operating leverage that lets two-person growth teams punch far above their weight.