GTM tech stack: What it is and how to build one

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, a business’ GTM tech stack is...

Diagnosing AEO gaps: A content audit guide

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 source. What causes AEO gaps? Sometimes the page doesn’t exist. Or it exists, but...

How to use vector embeddings in AEO

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 they use different words....

AI search optimization tools: What actually works in 2026

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...

Profound vs. Athena AI for AEO: How the tools compare

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. This is not a knock on writers who compare Profound vs. Athena AI for AEO— it’s...
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