Beauty and cosmetics data, business-ready

One dataset for the whole digital shelf: brand sites, specialty retail, and marketplaces, down to the shade.

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Beauty and cosmetics data

A single SKU can live on the brand's own site, at two specialty retailers, and under a handful of marketplace sellers, all at the same time. Each channel tells its own story about price, stock, and which shades exist at all. That's the digital shelf in beauty: real, but scattered across channels that don't agree with each other.

The same serum, three channels

ChannelListed priceWhat else the row shows
Brand DTC site$58Full shade range, in stock
Specialty retailer$58Six of nine shades listed, gift-with-purchase running
Marketplace seller$49Two shades, third-party seller, under advertised price

Unified into one dataset, those three listings stop being anecdotes. A brand manager sees where the assortment has gaps, which channel is running promotions the others aren't, and where a $49 offer is a MAP signal worth escalating. Pointed at competitors, the same view shows their channel mix, their discount rhythm, and their shade coverage next to yours.

What the feed carries

Structured catalog, pricing, and availability data across DTC brand sites, specialty retailers, and the marketplace channels that are feasible for your targets. Shade and size variants are tracked individually, so a gap at one retailer is visible instead of averaged away. Promo and discount activity is recorded per channel, and advertised-price signals feed straight into MAP and MSRP monitoring. One thing we say plainly: marketplaces differ in how reliably they can be collected, and marketplace monitoring explains how we handle that honestly.

Fragmented sources, one delivery

However scattered the shelf, delivery is a single clean dataset your analysts can query directly or route into the warehouse, BI stack, or files your team already works in. Each row carries its channel and timestamp, so freshness is never a guess. The full path from scoping to recurring delivery is on the product page.

If your category lives across a dozen channels, start with the handful that decide your quarter. Send us your brands and channels and we'll come back with a free assessment and a real data sample. Talk to us.

Frequently Asked Questions

Can you cover brand sites, retailers, and marketplaces together?
Yes, that's the point of the feed: one dataset instead of mismatched exports per channel. Marketplace coverage varies by marketplace, so we scope it honestly per target rather than promising everything everywhere. A free assessment tells you exactly which of your channels are feasible and at what cadence.
Do you track shades and sizes individually?
Yes. Each shade and size is its own row with its own price and availability history, because "the serum is in stock" and "six of nine shades are in stock" are very different answers. That's also how assortment gaps between channels become visible.
Which regions and locales do you cover?
The markets you sell in. Beauty pricing and assortment shift by country, so we collect per locale and normalize the results so regions compare cleanly.
What exactly is delivered?
A unified dataset covering assortment, listed prices, promo and discount activity, availability, and advertised-price signals you can use for MAP work, across every channel in scope. It's structured for direct analysis, with each channel identified so you always know where a number came from.

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