AI Shelf Index · 2026 holiday shopping season
Riversol AI shopping shelf share
🧴 Skincare · 🇨🇦 CA · updated 12 Oct 2026
Standing
#11
Skincare · CA
Shelf-share
1.6%
of CA answers
Sentiment
100%
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%
Riversol
1.6%
The shoppers Riversol wins
The same answers, sliced by the shopper the question implies — where Riversol ranks best.
Where Riversol wins the journey
Its rank at each phase of the shopping journey — from first awareness to the moment of purchase.
Awareness
#21
1.1%
Research
#22
0.8%
Comparison
#15
1.5%
Validation
#23
1.1%
Purchase
#33
0.7%
Where the engines differ
What AI says about Riversol
Observed from the answers themselves — not a score.
Sentiment
100% positive · no negative mentions
Price framing
framed premium
20% budget, 40% mid, 40% premium
“The Sensitive Skin Staple: Riversol _The Vibe:_ Developed by a Vancouver dermatologist specifically for sensitive skin, hypoallergenic and fragrance-free.”
Google AI Mode
“While true "Canadian-owned" lab brands for rosacea are more often direct-to-consumer online (like _Riversol_ , developed by Vancouver dermatologist Dr.”
Google AI Mode
“Reddit’s Canadian skincare communities repeatedly mention Marcelle, Reversa, Indeed Labs, Jouviance, Riversol, Skinfix, Attitude, Rocky Mountain Soap, Wildcraft, Graydon and Om Organics.”
ChatGPT
“Look at: + Riversol Hydrating Cream + Riversol Anti-Aging Serum It’s more expensive than drugstore brands, but the formulas are designed around sensitive, aging skin rather than aggressive actives.”
ChatGPT
Products AI names
The specific Riversol items the engines put in front of CA shoppers.
Shelved alongside
Brands the engines recommend in the same answers as Riversol.
Regimen Lab
How to read this
Bar is how often that brand is recommended in the same answer as Riversol, 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 Riversol.