Marketing leadership decisions used to be about where to allocate resources between known channels like paid, content, events, and email. Each of these channels has established performance benchmarks and predictable customer acquisition cost (CAC) ranges. But now, that framework is...
Category: Marketing blog
AEO for product marketing teams: How to ensure your positioning shows up accurately in AI results
Product marketing’s core job is positioning: Deciding how a product should be described, what category it competes in, and which differentiators matter most to buyers. The results are deployed through sales, content, and campaigns. But now there’s a channel that...
AEO for demand generation teams: How to generate qualified pipeline as AI reshapes buyer discovery
Demand generation has been built around the assumption that buyers will come to a brand when they are ready to learn about its category, whether through search, ads, content, or other channels. The funnel starts when a prospect arrives somewhere...
AEO for marketing operations: How to build scalable processes that connect AEO to revenue
Buyer behavior has changed since the advent of artificial intelligence. Now, before ever filling out a form or clicking an ad, prospects are likely asking AI for recommendations, comparing vendors, and gathering answers. Those interactions shape which companies make the...
Enterprise AEO: How to manage brand visibility at scale across products, segments, and markets
Enterprise brand teams face a complex version of AEO that most tools weren’t built for. A single brand might span a dozen product lines, operate in multiple languages, and compete in markets where local answer engines have their own citation...
AEO for marketing agencies: How to deliver measurable AI visibility results for every client
Clients are asking about AEO. Some have seen competitors show up in AI results and want to know what it means. Others have read that AI is changing how buyers find vendors and want to know what their agency is...
AEO for digital PR: How to build earned media presence that shows up in AI results
Digital PR has always been about earning coverage that influences the audience you can’t reach through paid channels. While the value proposition of digital PR hasn’t changed, the definition of “showing up” has. When buyers use answer engines to research...
Six Leadership Lessons from a Layoff Announcement
SummaryWhat HubSpot's memo gets right about delivering bad news, and how every leader can use it (whether you're cutting jobs or not). Drawing on HubSpot CEO Yamini Rangan's layoff memo, Matt pulls out six communication habits -- leading with the...
The simple way to make your marketing claims 42.9% more believable
A few weeks back, I stumbled across a Reddit post that talked about the first measurement ever taken of Mount Everest. Rather than listing the exact measurement of 29,000 feet, the British Royal Geographical Society declared Mount Everest’s elevation to...
AI search performance KPIs every marketer should track
As long as I’ve been in marketing, people have warned against focusing on “vanity metrics,” or those flashy, high numbers that don’t translate to real results or profit. Fast forward a decade, I never expected traffic and search rank to...


