AI Shelf Index · 2026 holiday shopping season
Keurig AI shopping shelf share
🍳 Kitchen · 🇺🇸 US · updated 12 Oct 2026
Standing
#29
Kitchen · US
Shelf-share
0.6%
of US answers
Sentiment
100%
positive
No week-to-week change larger than the variation between readings.
Who's on the kitchen shelf
Ninja
15.5%
Breville
11.1%
De'Longhi
6.1%
Cosori
5.1%
Instant Pot
4.4%
Ankarsrum
3.5%
The shoppers Keurig wins
The same answers, sliced by the shopper the question implies — where Keurig ranks best.
Where Keurig wins the journey
Its rank at each phase of the shopping journey — from first awareness to the moment of purchase.
Awareness
—
not surfaced
Research
—
not surfaced
Comparison
—
not surfaced
Validation
—
not surfaced
Purchase
#13
1.9%
Where the engines differ
What AI says about Keurig
Observed from the answers themselves — not a score.
Sentiment
100% positive · no negative mentions
Price framing
framed budget
67% budget, 33% mid
“Current coffee-machine sales are also showing discounts on brands like Ninja, Nespresso, De’Longhi, and Keurig during seasonal deal events.”
ChatGPT
“Here are some of the top coffee maker and espresso machine deals currently available: Available directly from Keurig for $129.99 (originally $219.99, a 41% discount).”
Google AI Mode
Products AI names
The specific Keurig items the engines put in front of US shoppers.
Shelved alongside
Brands the engines recommend in the same answers as Keurig.
How to read this
Bar is how often that brand is recommended in the same answer as Keurig, 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 Keurig.