AI Brand ExplorerIndependent research & benchmarks

THE RESEARCH LIBRARY

Research you can inspect.

Completed studies carry their methods and limits. Draft protocols remain clearly separate from findings.

Retail recommendationsCompleted study

When access changes the recommendation

A controlled test separates product evidence from an instruction about retailer access.

400 API responses · 1 model · 2026-09-27

Frozen fixtures and three required recommendations per answer. Tests an access-status instruction, not actual browsing, real retailer blocks, or a free consumer app.

MattressesProtocol drafted

What’s the best mattress to buy?

A planned study of recommendation probability and how much a small sample can miss.

50 observations per model planned · results not yet released

Findings have not been released. No brand ranking, recommendation share, or reliability result is available.

A study moves from protocol → collection → coding review → analysis → publication review. A saved experiment is not automatically a public finding.