Web index · sourcing
Products and the reviews written about them
The same product recognised across retailers — with the reviews people actually left and the category reporting that explains where a market is headed.
- Products & reviews
- 963k
- Company & sector pages
- 2.8M
- News & briefings
- 6.2M
The matching problem
Ten listings are not ten products.
In practice
One product, not ten listings
Items are matched on model identifiers, so duplicate listings collapse into the product they describe.
- What reviewers keep raisingRecurring themes across reviews, rather than an averaged star rating with nothing behind it.
- Category reporting from the trade pressHow a retail category is segmenting, read from the bodies and publications that track it.
- Coverage as it's publishedRetail and consumer news, de-duplicated across the outlets carrying the same wire copy.
On the shelf right now
- Products & reviews
- 963k
- Company & sector pages
- 2.8M
- News & briefings
- 6.2M
Read from the running index when this page was served.
Where it gets read
The rooms reading products and category coverage.
Products, measured
What the product shelf holds, and what surrounds it.
One shelf carries this page; the other two exist to explain where its category is going.
Read from the running index when this page was served. Shares are of the records that declare the field, not of the whole shelf.
Products & reviews963k records
Matched on model identifiers, not titles.
+4% in the last seven days3.0 KB per record, stored2 feeds into it
What the shelf holds
Products 79%Reviews 21%
News & briefings6.2M articles
Retail and consumer coverage, de-duplicated.
+2% in the last seven dayscovers 2025–20262.7 KB per record, stored5 feeds into it
Where it is published
United States 46%International 31%UK 10%India 7%Switzerland 6%
Questions
On duplicates, and what you can browse today.
- 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.
Products, reviews and brand coverage
See the product, not the listings.
Request private access and we'll walk the product, sector and coverage shelves with you.
- Products & reviews
- 963k Products & reviews
- Company & sector pages
- 2.8M Company & sector pages
- News & briefings
- 6.2M News & briefings
Browse the rest of the catalog at /apps.
Request access