AI Shelf Index · 2026 holiday shopping season
Rancilio AI shopping shelf share
🍳 Kitchen · 🇺🇸 US · updated 12 Oct 2026
Standing
#10
Kitchen · US
Shelf-share
2.2%
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%
Rancilio
2.2%
The shoppers Rancilio wins
The same answers, sliced by the shopper the question implies — where Rancilio ranks best.
Where Rancilio wins the journey
Its rank at each phase of the shopping journey — from first awareness to the moment of purchase.
Awareness
—
not surfaced
Research
#33
0.2%
Comparison
#8
4.4%
Validation
#7
5.0%
Purchase
#9
2.5%
Where the engines differ
What AI says about Rancilio
Observed from the answers themselves — not a score.
Sentiment
100% positive · no negative mentions
Price framing
framed premium
6% mid, 94% premium
“(Brew Path Finder) It's also refreshingly unsmart.”
ChatGPT
“Option C — Buy-it-for-a-decade-plus Rancilio Silvia (~$995) + add a grinder later Best if longevity matters more than staying under $1,000 all-in.”
ChatGPT
“🥈 Rancilio Silvia — best long-term machine, if you're willing to exceed $1,000 with the grinder 3.”
ChatGPT
“(GrindPair) - Rancilio Silvia Pro X + Eureka grinder bundle — ~$2,524. Worth watching because a good grinder is every bit as important as the machine.”
ChatGPT
Products AI names
The specific Rancilio items the engines put in front of US shoppers.
Shelved alongside
Brands the engines recommend in the same answers as Rancilio.
How to read this
Bar is how often that brand is recommended in the same answer as Rancilio, relative to the rest.
Rancilio on other shelves
Slingso Managed Outcomes
How would Rancilio 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 Rancilio.