AI Shelf Index · 2026 holiday shopping season
Beauty of Joseon AI shopping shelf share
🧴 Skincare · 🇺🇸 US · updated 12 Oct 2026
Standing
#8
Skincare · US
Shelf-share
2.3%
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%
Beauty of Joseon
2.3%
The shoppers Beauty of Joseon wins
The same answers, sliced by the shopper the question implies — where Beauty of Joseon ranks best.
Where Beauty of Joseon wins the journey
Its rank at each phase of the shopping journey — from first awareness to the moment of purchase.
Awareness
#15
1.5%
Research
#6
2.3%
Comparison
#10
2.2%
Validation
#36
0.2%
Purchase
#9
2.8%
Where the engines differ
What AI says about Beauty of Joseon
Observed from the answers themselves — not a score.
Sentiment
100% positive · no negative mentions
Price framing
framed budget
67% budget, 33% mid
“Beauty of Joseon — best for acne + leftover marks Best if: your acne is improving but leaves dark spots.”
ChatGPT
“Good picks: - Beauty of Joseon Glow Serum (propolis + niacinamide) - Relief Sun sunscreen It gives that “Korean glow” look without needing a huge routine.”
ChatGPT
“Calming serum: - Purito Centella Unscented Serum or - Beauty of Joseon Glow Serum 3.”
ChatGPT
“iHerb — Worth checking for common brands such as COSRX and Beauty of Joseon because U.S.”
ChatGPT
Products AI names
The specific Beauty of Joseon items the engines put in front of US shoppers.
Shelved alongside
Brands the engines recommend in the same answers as Beauty of Joseon.
How to read this
Bar is how often that brand is recommended in the same answer as Beauty of Joseon, relative to the rest.
Beauty of Joseon 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 Beauty of Joseon.