The AI Shelf

GEO Insights for Brand Marketers

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The Cited 8: 8 Metrics That Actually Measure AI Visibility (And How to Track Them)

A single AI Visibility Score hides more than it reveals. The Cited 8 framework maps 8 measurable dimensions across 3 layers — giving your team a complete diagnostic, not just a dashboard number.

By Salman ShaikhRead article →
GEO Explainer9 min read

The 3-Layer AI Visibility Stack: Why Fixing Your Website Doesn't Fix Your AI Visibility

18 brands with above-median GEO Scores still have below-median AI Visibility Scores. The gap isn't technical — it's structural. Here's the framework that explains why.

· By Salman ShaikhRead →
GEO Explainer6 min read

What Narrative Is AI Building About My Brand? (And How to Find Out)

When ChatGPT ignores your brand in category recommendations, it's not a bug — it reflects an AI narrative that's either weak, absent, or working against you. Here's how to diagnose it and what to do next.

· By Salman ShaikhRead →
GEO Explainer9 min read

YouTube Is the Strongest Signal for AI Brand Visibility — Here's What 75,000 Brands Prove

Ahrefs studied 75,000 brands and found YouTube presence correlates more strongly with AI visibility than any other factor — stronger than backlinks, schema, or on-site SEO. Here's what this means for your GEO strategy.

· By Salman ShaikhRead →
GEO Explainer8 min read

If llms.txt Doesn't Drive Citations, Why Did Anthropic, Cloudflare, and Stripe Implement It?

Trakkr says zero correlation. Anthropic and Stripe implemented it anyway. Both sides are right — they're measuring different things.

· By Salman ShaikhRead →
GEO Explainer8 min read

Why We Don't Chase Prompt Volume (And What We Track Instead)

Prompt volume for AI search doesn't exist — it's estimated. Here's why intent coverage, competitive gaps, and mention consistency are better signals for your GEO strategy.

· By Salman ShaikhRead →
GEO Explainer7 min read

What Is a GEO Score? We Built a Free AI-Readiness Scanner

SEO has Lighthouse and PageSpeed Insights. GEO had nothing — until now. We built a free scanner that gives any website a 0-100 AI-readiness score in 30 seconds. Here's what it measures and what we found.

· By Salman ShaikhRead →
GEO Explainer8 min read

GEO vs SEO: What Indian D2C Brands Need to Know in 2026

GEO isn't replacing SEO. It's the layer you're missing. If your brand ranks well on Google but doesn't get mentioned when someone asks ChatGPT for a recommendation — you have a visibility gap that traditional SEO will never close.

· By Salman ShaikhRead →
GEO Explainer7 min read

What is GEO — and why every brand marketer needs to pay attention right now

Search is changing faster than most marketing teams have noticed. When a consumer asks ChatGPT for a product recommendation, traditional SEO means nothing. A new discipline is emerging to fill that gap — and most brands are completely unprepared.

· By Salman ShaikhRead →