AI Shelf Index · 2026 holiday shopping season
Tatcha AI shopping shelf share
🧴 Skincare · 🇺🇸 US · updated 12 Oct 2026
Standing
#19
Skincare · US
Shelf-share
0.9%
of US answers
Sentiment
100%
positive
No week-to-week change larger than the variation between readings.
Who's on the skincare shelf
CeraVe
10.7%
Vanicream
6.9%
La Roche-Posay
6.7%
COSRX
6.7%
Bubble Skincare
5.2%
Evereden
3.1%
Tatcha
0.9%
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
#12
1.7%
Research
—
not surfaced
Comparison
#71
0.0%
Validation
—
not surfaced
Purchase
#18
1.4%
Where the engines differ
What AI says about Tatcha
Observed from the answers themselves — not a score.
Sentiment
100% positive · no negative mentions
Price framing
framed premium
10% mid, 90% premium
“$50–$80: TATCHA Always Dewy Set — $74.”
ChatGPT
“For someone whose skin type you don't know, I'd lean toward Tatcha, Clinique, Dermalogica, BYOMA, or a Sephora sampler rather than acne treatments, strong acids, or retinoids.”
ChatGPT
“For someone who enjoys a more luxurious gift, TATCHA or Estée Lauder make the present feel substantially more special.”
ChatGPT
“TATCHA Dewy & Bright Favorites Set — a splurge-style gift if she enjoys luxury skincare.”
ChatGPT
Products AI names
The specific Tatcha items the engines put in front of US shoppers.
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
How would Tatcha grow its revenue from the AI Shopping Channel?
Schedule a call and we'll show you how — starting from the shelf you just saw. Or leave an email and we'll come to you. What Managed Outcomes covers →
Prefer email? Send a note.
Holiday Shopping 2026 · reading updated 11 Oct. An independent measurement by Slingso; not affiliated with Tatcha.