Notes from
the field.
Large-scale research and field notes on AI search, GEO, and how AI models represent brands at scale.
- Coming soon
US Retailer study across half a million AI answers
Does AI prefer large retailers? A large-scale look at how ChatGPT, Gemini and Perplexity recommend across the US retail landscape.
In progress
Notes are one thing.
Outcomes are another.
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