AI Shelf Index · 2026 holiday shopping season
Eureka AI shopping shelf share
🍳 Kitchen · 🇺🇸 US · updated 12 Oct 2026
Standing
#43
Kitchen · US
Shelf-share
0.2%
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%
Eureka
0.2%
The shoppers Eureka wins
The same answers, sliced by the shopper the question implies — where Eureka ranks best.
Where Eureka 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
#25
0.4%
Validation
#29
0.1%
Purchase
#39
0.3%
Where the engines differ
What AI says about Eureka
Observed from the answers themselves — not a score.
Sentiment
100% positive · no negative mentions
Price framing
framed mid
67% mid, 33% premium
“Eureka Mignon Specialita Dedicated Grinder Flat 55mm burrs, heavy die-cast metal body, ultra-reliable quiet grind.”
Google AI Mode
“Instead, look for holiday promos, open-box discounts, or bundled package deals (machine + high-end flat-burr grinder like a Eureka or DF64) from dedicated coffee outfitters like Seattle Coffee Gear or Whole Latte Love .”
Google AI Mode
“Shop at Whole Latte Love For a buy-once setup, I'd initially target about $2,500–$3,000 for the machine and grinder combined, before accessories.”
ChatGPT
“To truly "buy once," budget $400–$600 alongside your machine for a dedicated burr grinder like the Eureka Mignon Specialita or Baratza Sette to achieve the micro-adjustments necessary for real 9-bar espresso.”
Google AI Mode
Products AI names
The specific Eureka items the engines put in front of US shoppers.
Shelved alongside
Brands the engines recommend in the same answers as Eureka.
How to read this
Bar is how often that brand is recommended in the same answer as Eureka, relative to the rest.
Eureka on other shelves
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Holiday Shopping 2026 · reading updated 11 Oct. An independent measurement by Slingso; not affiliated with Eureka.