Three Parts or Nothing
Here's what AI Overviews actually do with your page: scan for entity, attribute, value, then move on if
Split Signal Problem
Stacking Smart Bidding, PMax, and AI Max on the same audience doesn't multiply learning.
It splits it.
Each
The Citation Flywheel
Most businesses will lose 18% to 64% of organic traffic in 2026. That's Kaushik's projection.
The
Someone Else's Map
Your topical map is probably someone else's.
Most people build them the same way: open Google, find competitors,
The Forty Percent
Nearly 40% of GA4 properties have misconfigured events compromising their data.
Everyone is layering AI analytics on top of GA4
The Nine Percent
Only 9% of organizations can intervene before an AI agent completes a harmful action.
57% have agents in production. 89%
Clarity Beats Position
Source: Margarita Loktionova, Semrush Blog — https://www.semrush.com/blog/ai-tools-the-modern-buyer-journey-study/
Half of U.S. consumers who have used AI
Rules Eat Context
Somewhere in your project there's a plain text file that your AI reads before it reads anything else.
Volume Dressed as Efficiency
Source: Mike Ryan / SMEC (Smarter Ecommerce), Search Engine Journal — link
Google's pitch for AI Max: 14% more conversions
The Citation Game
The teams running the most sophisticated SEO programs in their category are the most exposed. They did everything right: cut