Content tracker for AEO/GEO
A simple spreadsheet for tracking visibility progress for AEO and GEO across different AI platforms.
Ben Rees - 28 September 2025
As part of my work on being seen by various AI tools I am using a simple spreadsheet to track my progress on different platforms. Just posting it here for now if anybody finds it useful:
Model for AEO and GEO
Your scaling story is your most AI-retrievable content and the most interesting
Your B2B scaling story is your most differentiated content asset. Here's why it stays invisible to AI systems and what to change.
My AI visibility went from zero to 26% in six weeks. The one category still at zero is the one this post is about.
Six weeks after publishing a zero-appearance rate across every AI platform, most categories moved. The one still at zero is AI Search Visibility itself.
Running AI locally doesn't change what you know. It changes what you can keep private.
Local models protect your data but can't change what external AI systems believe about your brand. That's still a retrieval and training problem.
I ran a local AI model through 179 rounds of self-refine. It collapsed. One sampler setting fixed it.
An unguarded local model collapsed into repetition after 179 rounds of self-refine. Adding one sampler setting and rerunning the identical task produced 201 clean cycles instead.