Content marketers are used to publishing consistently, earning trust, and measuring how content contributes to demand. But now, buyers also do their research in AI assistants and answer engines, sometimes without clicking through to a website. 

1 week ago 10

As a founder, your attention is on pipeline, retention, and the next 90 days rather than how AI engines describe your company. But your buyers are already asking AI which vendors to consider — including you.

1 week ago 6

Search engine optimization (SEO) teams have long used rankings, organic traffic, and conversions to understand how people find and engage with content. Those signals still matter, but they don’t show whether a brand appears in AI-generated answers.

1 week ago 6

Brand marketing has always been about controlling the narrative, so that the story your company tells about itself is the one the market hears. That job has gotten harder.

1 week ago 5

A GTM tech stack is the set of tools a company uses to run go-to-market activities across the customer lifecycle. These platforms can make it easier to connect marketing, sales, and customer teams. But, if the pieces aren’t compatible,...

2 weeks ago 6

If you’ve been asked to diagnose and fix AEO gaps, the first step is to conduct an audit. For most brands, an AEO gap is any reason an AI answer engine can’t (or won’t) use its page as a...

2 weeks ago 6

AI search optimization tools help marketers understand where a brand appears in AI-generated answers, which sources earn citations, and what to improve next. They complement traditional SEO tools rather than replace them: SEO measures rankings, clicks, and organic traffic,...

2 weeks ago 9

A vector embedding is a numerical representation created by an embedding model. The model converts text into a list of numbers that can be compared with other vectors, helping a retrieval system find passages with similar meaning even when...

2 weeks ago 6

If you’ve searched “Profound versus Athena AI for AEO,” you’ve probably already hit a wall: every comparison you find is written by a competitor, an affiliate, or the vendors themselves.

2 weeks ago 6