Resources
Written by the team building the platform. Short, specific and free of gated PDFs.
Guide
How to score your catalog by category before you buy any tooling — including the four gaps that block marketplace listings.
Guide
Where submissions usually fail, and which validations belong upstream of your PIM.
Changelog
What shipped each week: connector coverage, confidence scoring changes and review-queue improvements.
Notes
The attribute structures AI shopping agents need to compare and decide on your products.
Case notes
Head of Catalog Operations
Cut supplier onboarding from a multi-week keying project to a same-day pipeline run.
“We stopped rebuilding spreadsheets for every supplier. The records come out in our own model, and we can point at the source page for any value.”
Marketplace Compliance Lead
Validation moved before submission, so listing rejections are caught internally first.
“Readiness scoring gave our reviewers something objective to work from instead of a checklist in someone's head.”
Director of Digital Commerce
Spec sheets and CAD drawings turned into channel-ready attributes without a data team.
“The founders sat in our pilot calls and shipped fixes the same week. That is the reason we kept going.”
Partner names withheld while pilots are in progress — we publish them once customers approve.
Bring one category. We'll run it through ingestion, enrichment and validation live.
