AI Shelf Index · 2026 holiday shopping season
Sunday Riley AI shopping shelf share
🧴 Skincare · 🇺🇸 US · updated 12 Oct 2026
Standing
#107
Skincare · US
Shelf-share
0.1%
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%
Sunday Riley
0.1%
The shoppers Sunday Riley wins
The same answers, sliced by the shopper the question implies — where Sunday Riley ranks best.
Where Sunday Riley wins the journey
Its rank at each phase of the shopping journey — from first awareness to the moment of purchase.
Awareness
#40
0.4%
Research
—
not surfaced
Comparison
—
not surfaced
Validation
#52
0.1%
Purchase
#15
1.7%
Where the engines differ
What AI says about Sunday Riley
Observed from the answers themselves — not a score.
Sentiment
100% positive · no negative mentions
Price framing
framed premium
100% premium
“Sunday Riley Wake Up With Me Morning Routine** : An incredible lineup of travel-friendly, vitamin-C packed brighteners and daily essentials that instantly elevate an A.M.”
Google AI Mode
“For Your Mom (Nourishing, Classic & Luxurious) Sunday Riley Skincare Kits** : Sunday Riley makes gorgeous, ready-to-gift boxed routines that offer visible brightening and deep hydration.”
Google AI Mode
Products AI names
The specific Sunday Riley items the engines put in front of US shoppers.
Shelved alongside
Brands the engines recommend in the same answers as Sunday Riley.
How to read this
Bar is how often that brand is recommended in the same answer as Sunday Riley, relative to the rest.
Slingso Managed Outcomes
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Holiday Shopping 2026 · reading updated 11 Oct. An independent measurement by Slingso; not affiliated with Sunday Riley.