AI Shelf Index · 2026 holiday shopping season
🧴 Skincare · 🇨🇦 CA · updated 12 Oct 2026
Standing
#3
▲1 placeSkincare · CA
Shelf-share
8.6%
▲3.9of CA answers
Sentiment
98%
positive
The same answers, sliced by the shopper the question implies — where CeraVe ranks best.
Its rank at each phase of the shopping journey — from first awareness to the moment of purchase.
Awareness
#2
8.2%
Research
#5
3.2%
Comparison
#2
9.5%
Validation
#1
11.2%
Purchase
#20
1.3%
Observed from the answers themselves — not a score.
Sentiment
98% positive · no negative mentions
Price framing
framed budget
66% budget, 32% mid
“If you mean “which skincare brands do Reddit users tend to recommend?”, Reddit discussions point repeatedly toward these: - CeraVe — frequent choice for straightforward, barrier-focused basics.”
ChatGPT
“CeraVe Skin Renewing Night Cream _Type:_ Global dermatological brand (easily found in aisles nationwide).”
Google AI Mode
“To help narrow this down or ensure you grab the exact right jar on your next pharmacy run, let me know: Have you tried ceramide-heavy creams (like CeraVe) in the past, or do you prefer a richer lipid/peptide blend?”
Google AI Mode
“CeraVe :** Famous for utilizing a multilamellar emulsion delivery system, it restores natural lipid levels using three essential ceramides that lock in moisture and block out irritants.”
Google AI Mode
The specific CeraVe items the engines put in front of CA shoppers.
Brands the engines recommend in the same answers as CeraVe.
Bar is how often that brand is recommended in the same answer as CeraVe, relative to the rest.
CeraVe on other shelves
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Holiday Shopping 2026 · reading updated 11 Oct. An independent measurement by Slingso; not affiliated with CeraVe.