AI Shelf Index · 2026 holiday shopping season
Birch Babe AI shopping shelf share
🧴 Skincare · 🇨🇦 CA · updated 12 Oct 2026
Standing
#64
Skincare · CA
Shelf-share
0.2%
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%
The shoppers Birch Babe wins
The same answers, sliced by the shopper the question implies — where Birch Babe ranks best.
Where Birch Babe wins the journey
Its rank at each phase of the shopping journey — from first awareness to the moment of purchase.
Awareness
#26
0.7%
Research
—
not surfaced
Comparison
#40
0.5%
Validation
#55
0.1%
Purchase
—
not surfaced
Where the engines differ
What AI says about Birch Babe
Observed from the answers themselves — not a score.
Sentiment
100% positive · no negative mentions
Price framing
framed mid
100% mid
“The Birch Babe Unscented Heroes Bundle works well because the cleansing bar and multi-use balm contain zero irritants or fragrances for young skin.”
Google AI Mode
“Birch Babe (Canadian Natural 🇨🇦) The Vibe:** All-natural, vegan, low-waste, and zero synthetic chemicals.”
Google AI Mode
“Explore items via Birch Babe .”
Google AI Mode
Products AI names
The specific Birch Babe items the engines put in front of CA shoppers.
Shelved alongside
Brands the engines recommend in the same answers as Birch Babe.
Wildcraft
Wild Grace Skincare
How to read this
Bar is how often that brand is recommended in the same answer as Birch Babe, 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 Birch Babe.