AI Shelf Index · 2026 holiday shopping season
Beko AI shopping shelf share
🍳 Kitchen · 🇬🇧 UK · updated 12 Oct 2026
Standing
#62
Kitchen · UK
Shelf-share
0.0%
of UK answers
Sentiment
80%
positive
No week-to-week change larger than the variation between readings.
Who's on the kitchen shelf
Ninja
31.3%
De'Longhi
7.6%
Le Creuset
5.6%
Sage
5.0%
Philips
4.6%
Tower
3.2%
The shoppers Beko wins
The same answers, sliced by the shopper the question implies — where Beko ranks best.
Where Beko wins the journey
Its rank at each phase of the shopping journey — from first awareness to the moment of purchase.
Awareness
#44
0.0%
Research
—
not surfaced
Comparison
#25
0.5%
Validation
—
not surfaced
Purchase
#32
0.3%
Where the engines differ
What AI says about Beko
Observed from the answers themselves — not a score.
Sentiment
80% positive · no negative mentions
Price framing
framed budget
60% budget, 40% mid
“Beko CaffeExperto CEG7302 This is the less obvious contender.”
ChatGPT
“(Which?) It has a 19-bar pump and can make two espressos simultaneously.”
ChatGPT
“Cheaper alternative: Look at the Beko MOC20100W1, which appeared in Which?'s under-£100 microwave listings at around £60.”
ChatGPT
Products AI names
The specific Beko items the engines put in front of UK shoppers.
Shelved alongside
Brands the engines recommend in the same answers as Beko.
How to read this
Bar is how often that brand is recommended in the same answer as Beko, relative to the rest.
Slingso Managed Outcomes
How would Beko 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 Beko.