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    • The Entity-Fragmentation Problem: Why Multi-Location Brands Disappear From AI Answers
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    • AEO and GEO Are Now Core Agency Practice — The Data Makes the Case
    • AI Search Citation Patterns Are Fracturing by Platform — and Agencies Need to Stop Treating Them as One Problem
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    • What Is a GEO Platform for Agencies? The Complete Guide
    • How AI Platforms Decide Which Businesses to Cite (And Which to Ignore)
    • Entity Confidence: The Hidden Score That Determines Whether AI Engines Cite Your Clients
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    • The State of AI Search in 2026: What the Data Actually Shows
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    • Semrush’s 126-Million-Prompt Study Reveals the AI Visibility Crisis Agencies Cannot Ignore
    • The Munich Ruling Changes What AI Search Visibility Actually Means for Your Clients
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Entity Confidence: The Hidden Score That Determines Whether AI Engines Cite Your Clients

Entity Confidence: The Hidden Score That Determines Whether AI Engines Cite Your Clients

by Aaron M | Jun 26, 2026 | GEO Fundamentals

AI engines do not operate with a binary switch — cited or not cited. They hold a continuous, probabilistic assessment of how well they understand a brand: what it does, who it serves, where it operates, and whether third-party sources corroborate that picture. Call...
The State of AI Search in 2026: What the Data Actually Shows

The State of AI Search in 2026: What the Data Actually Shows

by Aaron M | Jun 26, 2026 | Industry Data

AI search is no longer a trend to monitor — it is the primary discovery channel for a large and growing share of commercial queries, and most brands are not in the answers. The AI search statistics 2026 picture is one of rapid, uneven adoption: usage of conversational...
How AI Platforms Decide Which Businesses to Cite (And Which to Ignore)

How AI Platforms Decide Which Businesses to Cite (And Which to Ignore)

by Aaron M | Jun 26, 2026 | GEO Fundamentals

The Entity-Fragmentation Problem: Why Multi-Location Brands Disappear From AI Answers

The Entity-Fragmentation Problem: Why Multi-Location Brands Disappear From AI Answers

by Aaron M | Jun 26, 2026 | Agency Playbooks

AI Search Citation Patterns Are Fracturing by Platform — and Agencies Need to Stop Treating Them as One Problem

AI Search Citation Patterns Are Fracturing by Platform — and Agencies Need to Stop Treating Them as One Problem

by Aaron M | Jun 21, 2026 | Industry News

AI search citation patterns are diverging sharply across platforms in 2026, and the agencies still treating generative engine optimisation as a single unified discipline are already falling behind. The data published across Q1 and Q2 this year makes one thing...
What Is a GEO Platform for Agencies? The Complete Guide

What Is a GEO Platform for Agencies? The Complete Guide

by Aaron M | Jun 20, 2026 | GEO Fundamentals

A GEO platform for agencies is a software system that manages generative engine optimisation across multiple client accounts — auditing how clients appear in AI-generated answers, tracking citation share-of-voice across the major AI answer engines (ChatGPT,...
AEO and GEO Are Now Core Agency Practice — The Data Makes the Case

AEO and GEO Are Now Core Agency Practice — The Data Makes the Case

by Aaron M | Jun 19, 2026 | Industry News

AEO and GEO are no longer fringe disciplines debated at conferences — they are now the operational centre of how serious agencies approach brand discovery in AI search. The numbers behind that shift are no longer soft or directional. They are concrete, and they are...
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Recent Posts

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  • Semrush’s 126-Million-Prompt Study Reveals the AI Visibility Crisis Agencies Cannot Ignore
  • How Agencies Should Sequence GEO and AEO Work Across a Client Roster
  • How Fast Is AI Search Growing? Usage Stats Every Agency Should Know
  • How to Run Your First AI Search Audit (And What to Do With the Results)

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