AI Shelf Index · 2026 holiday shopping season
🍳 Kitchen · 🇺🇸 US · updated 12 Oct 2026
Standing
#57
Kitchen · US
Shelf-share
0.1%
of US answers
Sentiment
100%
positive
No week-to-week change larger than the variation between readings.
The same answers, sliced by the shopper the question implies — where Beautiful ranks best.
Its rank at each phase of the shopping journey — from first awareness to the moment of purchase.
Awareness
#30
0.3%
Research
—
not surfaced
Comparison
#31
0.2%
Validation
—
not surfaced
Purchase
—
not surfaced
Observed from the answers themselves — not a score.
Sentiment
100% positive · no negative mentions
Price framing
framed budget
100% budget
“🥉 Best for cooking two different foods: Beautiful 9-qt TriZone The clever part is the removable divider.”
ChatGPT
“My first choice would be the COSORI TurboBlaze for performance or the Beautiful 6-quart if keeping the cost down is your priority.”
ChatGPT
The specific Beautiful items the engines put in front of US shoppers.
Brands the engines recommend in the same answers as Beautiful.
Bar is how often that brand is recommended in the same answer as Beautiful, 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 Beautiful.