AI Shelf Index · 2026 holiday shopping season
Tatcha AI shopping shelf share
🧴 Skincare · 🇬🇧 UK · updated 12 Oct 2026
Standing
#39
Skincare · UK
Shelf-share
0.2%
of UK answers
Sentiment
88%
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%
Tatcha
0.2%
The shoppers Tatcha wins
The same answers, sliced by the shopper the question implies — where Tatcha ranks best.
Where Tatcha wins the journey
Its rank at each phase of the shopping journey — from first awareness to the moment of purchase.
Awareness
#68
0.0%
Research
—
not surfaced
Comparison
#23
0.6%
Validation
—
not surfaced
Purchase
#54
0.1%
Where the engines differ
What AI says about Tatcha
Observed from the answers themselves — not a score.
Sentiment
88% positive · no negative mentions
Price framing
framed premium
100% premium
“For a skincare enthusiast: Space NK currently has sets from brands including Tatcha, Paula's Choice, Caudalie, Medik8 and Drunk Elephant—but these are much more “adult skincare” territory.”
ChatGPT
“* Space NK : Great for premium and clinical skincare brands (such as Paula's Choice, Tatcha, and The Ordinary) featuring post-Christmas markdown edits.”
Google AI Mode
“Space NK — best if you're looking for luxury skincare such as Medik8, Sunday Riley, Dr Dennis Gross and Tatcha.”
ChatGPT
“UK retailers worth checking * — has run skincare promotions including discounts on brands such as Summer Fridays, Tatcha, Topicals and others.”
ChatGPT
Shelved alongside
Brands the engines recommend in the same answers as Tatcha.
How to read this
Bar is how often that brand is recommended in the same answer as Tatcha, relative to the rest.
Tatcha on other shelves
Slingso Managed Outcomes
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Holiday Shopping 2026 · reading updated 11 Oct. An independent measurement by Slingso; not affiliated with Tatcha.