AI Shelf Index · 2026 holiday shopping season
Round Lab AI shopping shelf share
🧴 Skincare · 🇬🇧 UK · updated 12 Oct 2026
Standing
#28
Skincare · UK
Shelf-share
0.4%
of UK answers
Sentiment
83%
positive
No week-to-week change larger than the variation between readings.
Who's on the skincare shelf
La Roche-Posay
12.9%
CeraVe
10.2%
COSRX
4.3%
Avène
4.1%
The Ordinary
3.5%
Beauty of Joseon
3.4%
Round Lab
0.4%
The shoppers Round Lab wins
The same answers, sliced by the shopper the question implies — where Round Lab ranks best.
Where Round Lab wins the journey
Its rank at each phase of the shopping journey — from first awareness to the moment of purchase.
Awareness
#55
0.0%
Research
#22
0.3%
Comparison
#34
0.3%
Validation
—
not surfaced
Purchase
#24
0.8%
Where the engines differ
What AI says about Round Lab
Observed from the answers themselves — not a score.
Sentiment
83% positive · no negative mentions
Price framing
framed budget
100% budget
“Price Point: Brands like COSRX, Beauty of Joseon, and Round Lab deliver clinical-level results for a fraction of Western department-store prices.”
Google AI Mode
“Stocks brands such as Round Lab and Dear Klairs.”
ChatGPT
Products AI names
The specific Round Lab items the engines put in front of UK shoppers.
Shelved alongside
Brands the engines recommend in the same answers as Round Lab.
How to read this
Bar is how often that brand is recommended in the same answer as Round Lab, relative to the rest.
Round Lab on other shelves
Slingso Managed Outcomes
How would Round Lab grow its revenue from the AI Shopping Channel?
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Holiday Shopping 2026 · reading updated 11 Oct. An independent measurement by Slingso; not affiliated with Round Lab.