honesty.market

An agent will not recommend what it cannot verify.

We read your ERP and every channel you already run, and turn them into product data a machine can check — each attribute carrying the source it came from and the date it was verified.

Today, unaided

0 of 70

agent shopping sessions consulted one merchant’s own site

Send us a catalogue

Fields an agent can read, per 1,447 productsbefore → after
Dimensions238→577
Material216→745
Rating and review count0→663
GTIN0→467

Source — our enrichment run across eight brands, September 2026. The retrieval figure is one merchant over 70 sessions; method and limits on request.

Integrate

We read your ERP and every channel you already run. One connection, not a project.

Enrich

Dimensions, materials, compatibility, return friction, real delivery windows — the attributes a machine needs to compare.

Present

Served to agents in the protocols they already speak, with the provenance attached.

4 merchants · 18 products live for agents right now · see what they receive