AI Shelf Index · 2026 holiday shopping season
LANEIGE AI shopping shelf share
🧴 Skincare · 🇨🇦 CA · updated 12 Oct 2026
Standing
#53
Skincare · CA
Shelf-share
0.2%
of CA answers
Sentiment
73%
positive
No week-to-week change larger than the variation between readings.
Who's on the skincare shelf
Marcelle
10.3%
COSRX
9.0%
CeraVe
8.6%
La Roche-Posay
5.8%
Beauty of Joseon
5.4%
The Ordinary
5.1%
LANEIGE
0.2%
The shoppers LANEIGE wins
The same answers, sliced by the shopper the question implies — where LANEIGE ranks best.
Where LANEIGE wins the journey
Its rank at each phase of the shopping journey — from first awareness to the moment of purchase.
Awareness
#60
0.0%
Research
#60
0.0%
Comparison
#70
0.1%
Validation
#51
0.1%
Purchase
#36
0.6%
Where the engines differ
What AI says about LANEIGE
Observed from the answers themselves — not a score.
Sentiment
73% positive · no negative mentions
Price framing
framed premium
100% premium
“Laneige — popular particularly for hydration, although Reddit opinions vary by product.”
ChatGPT
“Hydrating Toner/Essence (AM & PM): _Isntree Green Tea Fresh Toner_ or _Laneige Cream Skin Refiner_ to quench and calm the skin barrier.”
Google AI Mode
“Reddit · r/CanSkincare Sephora Canada :** Carries curated K-beauty heavy hitters like Laneige, Innisfree, and Glow Recipe online and in-store in CAD, though markups are higher than specialized Asian beauty shops.”
Google AI Mode
“Sephora Canada & Shoppers Drug Mart : Mainstream retailers that now officially stock trusted K-beauty staples like COSRX, Laneige, and Dr.Jart+ locally—making returns easy if something doesn't work out.”
Google AI Mode
Products AI names
The specific LANEIGE items the engines put in front of CA shoppers.
Shelved alongside
Brands the engines recommend in the same answers as LANEIGE.
How to read this
Bar is how often that brand is recommended in the same answer as LANEIGE, relative to the rest.
LANEIGE 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 LANEIGE.