Research

Real numbers, honestly labeled.

What we publish here starts as field notes from individual, verified deployments — not aggregate benchmarks — until the sample size actually supports that claim.

Field note

Zero-Result Field Note: One Store, One Measured Window

This is a field note, not a benchmark report: a single measured deployment, not an aggregate across merchants. It exists because the underlying numbers are real and worth sharing honestly — not because one store is enough to say what's "normal" for ecommerce search.