One product, not ten listings
Items are matched on model identifiers, so duplicate listings collapse into the product they describe.
Web index · sourcing
Web data for retail teams
The same product recognised across retailers — with the reviews people actually left and the category reporting that explains where a market is headed.
What's actually in it
The documents this work actually runs on.
What reviewers keep raising
Recurring themes across reviews, rather than an averaged star rating with nothing behind it.
Category reporting from the trade press
How a retail category is segmenting, read from the bodies and publications that track it.
Coverage as it's published
Retail and consumer news, de-duplicated across the outlets carrying the same wire copy.
Built on this index
The workspaces this data feeds.
Status is shown per workspace — a “soon” workspace is on the roadmap, not available today.
The collections behind it
Browse the shelves this page draws from.
Questions
Frequently asked.
- How are duplicate listings handled?
- Products are matched on model identifiers rather than titles, so a near-identical variant isn't quietly treated as the same item.
- Do I need the Shop workspace to see this?
- No. The products and sector collections are browsable on their own. Shop is in beta today and reads this same material when assembling a cart.
Web data for retail teams
Put the index to work.
Request private access and we'll walk through the collections and workspaces above.
Browse the rest of the catalog at /apps.
Request access