Real-World Research
See What We're Learning
We're measuring how businesses appear in AI recommendation tests.
In early, limited testing, approximately 37% of the small sample of businesses tested showed improvement in how they appeared in AI recommendations.
This is a preliminary historical observation, not a verified current result. The original test records and calculation are not currently available in our platform, and the percentage has not been recently revalidated. It may change as testing expands.
This is not your business's chance of being recommended. Results vary, and the observation does not establish that we independently caused the changes.
We intend to publish more comprehensive results as our testing dataset develops. See our two documented case studies and the qualifications behind the early observation.