AI Visibility – Thinking Space
This Thinking Space accompanies the research paper “AI Visibility and GEO”.
It allows readers to explore how organisations become visible to large language models through patterns in the public record.
This environment is implemented as a GPT configured to operate in thinking mode.
It is designed to help readers observe how descriptions change when different sources,
contexts, or framings appear in the information environment.
The goal is not to provide recommendations but to make the structure of interpretation easier to see.