Sitemap - 2026 - Duane Forrester Decodes
81.8% of My “AI Assistant” Traffic Was Fake. The Googlebot Number Was Worse.
Rank and AI Citation Aren’t the Same Number
AI Search Runs on Two Memory Systems. The Platforms Don’t Use Them the Same Way.
You Can Finally Measure Content Alignment. That’s the Dangerous Part.
Data for Decisions and Evidence for your conversations.
You’re Using AI at the Execution Layer. The Value Is in the Judgment Layer.
LLM Guidance Doesn’t Port the Way SEO Guidance Did
Stop Treating AI Visibility as One Problem. It’s Actually Three, on Three Different Layers.
Search Engines Were Built to Send Traffic Out. LLMs Were Built to Answer You, keep you in.
AI Gives You the Vocabulary. It Doesn’t Give You the Expertise.
Most Teams Won’t Fail Because They Lack Vision. Here’s What They Actually Lack
Your AI Visibility Strategy Doesn’t Work Outside English
Your Owned Content Is Losing to a Stranger’s Reddit Comment
llms.txt Was Step One. Here’s the Architecture That Comes Next
When the Training Data Cutoff Becomes a Ranking Factor
The Content Moat Is Dead. The Context Moat Is What Survives.
The Shortcut Behind Some AI Optimization Tools
The Verified Source Pack Agents Trust First
When Google Is No Longer a Verb: Search Becoming Infrastructure
Why AI Misreads the Middle of Your Best Pages
The Classifier Layer: Spam, Safety, Intent, Trust Stand Between You and the Answer
The Shift from Search Sessions to Decision Sessions
The New Content Failure Mode: People Love It, Models Ignore It
Download: Product Rewrite Guide for AI Platform Optimization (PDF)
When Platforms Say “Don’t Optimize,” Smart Teams Run Experiments