AI Shelf Index · 2026 holiday shopping season
🧴 Skincare · 🇺🇸 US · updated 12 Oct 2026
Standing
#29
Skincare · US
Shelf-share
0.4%
of US answers
Sentiment
100%
positive
No week-to-week change larger than the variation between readings.
The same answers, sliced by the shopper the question implies — where Purito ranks best.
Its rank at each phase of the shopping journey — from first awareness to the moment of purchase.
Awareness
#26
0.8%
Research
—
not surfaced
Comparison
#22
0.7%
Validation
#10
1.5%
Purchase
#71
0.2%
Observed from the answers themselves — not a score.
Sentiment
100% positive · no negative mentions
Price framing
framed budget
100% budget
“For a tight-budget, acne-prone beginner, I’d focus on COSRX, SKIN1004, Anua, and Purito—but don’t buy a whole brand.”
ChatGPT
“Purito — best “my skin freaks out easily” option Best if: acne comes with redness, stinging, dryness, or over-exfoliation.”
ChatGPT
“Look at: - Purito Centella Unscented Serum - Purito Oat-In Calming Gel Cream This is the brand I’d pick if you’ve previously burned your skin barrier with acne products.”
ChatGPT
“Calming serum: - Purito Centella Unscented Serum or - Beauty of Joseon Glow Serum 3.”
ChatGPT
The specific Purito items the engines put in front of US shoppers.
Brands the engines recommend in the same answers as Purito.
Bar is how often that brand is recommended in the same answer as Purito, relative to the rest.
Purito on other shelves
Slingso Managed Outcomes
Schedule a call and we'll show you how — starting from the shelf you just saw. Or leave an email and we'll come to you. What Managed Outcomes covers →
Prefer email? Send a note.
Holiday Shopping 2026 · reading updated 11 Oct. An independent measurement by Slingso; not affiliated with Purito.