Topic

GEO

Generative engine visibility, prompt measurement, competitors, and source evidence.

7 published resources

geo5 min read

Entity Disambiguation for AI Visibility

When models confuse your product with a homonym, mentions disappear or attach to the wrong entity. Disambiguation is foundational GEO hygiene.

By Aditya KumarRead blog
geo4 min read

Evidence-First GEO and AEO Measurement

The fastest way to waste a GEO budget is to optimize without a fixed observation method. Here is how to build measurement that leaders can trust.

By Aditya KumarRead blog
geo5 min read

How to Read a Weekly GEO Report

Weekly GEO reports are decision support, not scoreboard vanity. Here is how to read each section and what to say to leadership.

By Aditya KumarRead blog
geo4 min read

Technical Crawler Access for GEO

Generative systems cannot cite what they cannot fetch. Crawler access is table stakes—but allowing a bot is not the same as earning mentions.

By Aditya KumarRead blog
geo5 min read

SEO vs GEO: What Changes and What Stays

SEO and GEO share crawl and entity foundations, but they optimize for different surfaces and require different proof. Here is a practical side-by-side for 2026 teams.

By Aditya KumarRead guide
geo5 min read

What Is AI Visibility?

AI visibility is observed presence in generative answers: whether a brand is named, whether your URLs are cited, and how those signals change week over week under fixed sampling.

By Aditya KumarRead guide
geo5 min read

What Is GEO (Generative Engine Optimization)?

GEO is the discipline of making your brand legible to generative answer systems and measuring whether sampled AI responses actually mention or cite you—not guessing from rankings alone.

By Aditya KumarRead guide

MentionPop field notes

One useful AI visibility lesson. No manufactured urgency.

New research, implementation notes, and practical GEO/AEO methods. Unsubscribe whenever you want.