AI Shelf Index · 2026 holiday shopping season
Rancilio AI shopping shelf share
🍳 Kitchen · 🇦🇺 AU · updated 12 Oct 2026
Standing
#32
Kitchen · AU
Shelf-share
0.4%
of AU answers
Sentiment
100%
positive
No week-to-week change larger than the variation between readings.
Who's on the kitchen shelf
Breville
18.7%
Ninja
18.3%
Philips
8.7%
Anko
5.1%
De'Longhi
3.7%
Weber
3.5%
Rancilio
0.4%
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
#43
0.1%
Research
#42
0.2%
Comparison
#20
0.6%
Validation
#13
1.3%
Purchase
—
not surfaced
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
100% premium
“Home coffee: [Rancilio Silvia Pro X]() $3,200.00 — premium dual-boiler machine with excellent longevity potential.”
ChatGPT
“Rancilio Silvia Pro X Best for long-term ownership About A$3,140–$3,200 A serious home espresso machine with dual boilers, temperature control and the ability to brew espresso while steaming milk.”
ChatGPT
“<icon name="external-link" size="xs" inline/> <Link url="https://coffeemachinespecialist.com.au/reviews/rancilio-silvia-review/" title="Read the specialist's Rancilio review"/> 2.”
ChatGPT
“My recommendation for you I'd lean towards the Rancilio Silvia Pro X with a separate quality grinder if durability, repairability and excellent espresso are your priorities.”
ChatGPT
Products AI names
The specific Rancilio items the engines put in front of AU 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
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Holiday Shopping 2026 · reading updated 11 Oct. An independent measurement by Slingso; not affiliated with Rancilio.