AI Shelf Index · 2026 holiday shopping season
Barbie AI shopping shelf share
🧸 Toys · 🇺🇸 US · updated 12 Oct 2026
Standing
#31
Toys · US
Shelf-share
0.4%
of US answers
Sentiment
100%
positive
No week-to-week change larger than the variation between readings.
Who's on the toys shelf
LEGO
16.6%
Magna-Tiles
15.3%
POP MART
8.4%
PicassoTiles
3.8%
Tonies
3.2%
Yoto
3.0%
Barbie
0.4%
The shoppers Barbie wins
The same answers, sliced by the shopper the question implies — where Barbie ranks best.
Where Barbie wins the journey
Its rank at each phase of the shopping journey — from first awareness to the moment of purchase.
Awareness
#87
0.0%
Research
—
not surfaced
Comparison
#21
0.7%
Validation
—
not surfaced
Purchase
#28
0.6%
Where the engines differ
What AI says about Barbie
Observed from the answers themselves — not a score.
Sentiment
100% positive · no negative mentions
Price framing
framed budget
100% budget
“Best For:** Practicality, competitive pricing, grocery/household combination trips, and massive rollouts of major brands (Lego, Barbie, Hot Wheels, Star Wars).”
Google AI Mode
“Stores worth checking * Walmart Black Friday Toys Deals — broad selection of LEGO, Barbie, Hot Wheels, games, plush, and more.”
ChatGPT
“Recent holiday deal coverage has highlighted discounts on brands like LEGO, Fisher-Price, Barbie, Nerf, and Magna-Tiles.”
ChatGPT
“Hot Categories: Look for deep discounts on LEGO sets, Barbie, Hot Wheels, Fisher-Price, and trending interactive electronic pets.”
Google AI Mode
Products AI names
The specific Barbie items the engines put in front of US shoppers.
Shelved alongside
Brands the engines recommend in the same answers as Barbie.
How to read this
Bar is how often that brand is recommended in the same answer as Barbie, relative to the rest.
Barbie on other shelves
Slingso Managed Outcomes
How would Barbie grow its revenue from the AI Shopping Channel?
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Holiday Shopping 2026 · reading updated 11 Oct. An independent measurement by Slingso; not affiliated with Barbie.