AI Visibility · GEO Issue #7
Your daily AI Visibility digest  ·  Thursday, March 12, 2026
Today in 30 seconds
01 Microsoft’s Preference Engineering Exposed
02 LLM Rankings Decoded by Scientists
03 Search Shift to AI Agents: What It Means
04 Google’s AI Promises Improved Link Visibility
05 New Markdown for AI Bots from Cloudflare
Top Stories
Microsoft’s Preference Engineering Exposed
Microsoft’s Preference Engineering Exposed
New research highlights the critical role of preference engineering in AI search. This strategy focuses on optimizing how brands are presented in AI interactions, impacting visible search results and enhancing brand trust.
Read the research →
LLM Rankings Decoded by Scientists
LLM Rankings Decoded by Scientists
A groundbreaking study reveals how scientists decoded how LLMs rank information in search results. Their findings could help brands optimize their approaches in AI landscapes to improve visibility.
See the data →
More Stories
A Shift in Search: Google’s AI Agents Take Center Stage
A Shift in Search: Google’s AI Agents Take Center Stage
With AI agents becoming the norm for Google searches, brands must adjust strategies to stay relevant. This shift signifies a deeper integration of AI into everyday search behaviors.
Watch the interview →
Google Promises Improved Link Visibility in AI Overviews
Google Promises Improved Link Visibility in AI Overviews
In a promising update, Google assures marketers that links will gain more visibility in AI-generated overviews. This could redefine how brands strategize link placements moving forward.
Read the full guide →
Cloudflare’s New Markdown for AI Bots
Cloudflare’s New Markdown for AI Bots
Cloudflare introduces a new markdown format aimed at improving how AI bots interpret content. This development opens new possibilities for content creators to enhance AI interaction.
Full SEO Pulse →
Navarro's Take
📈 Trend of the Week
AI Visibility Has a Trust Problem
This week's stories reveal that AI search surfaces are far from neutral. Brands chasing genuine visibility need to build real consensus signals across the web — authentic citations and content structured for how LLMs actually read.
— Navarro 🦅  ·  GEO Pulse, Issue #7