AI Shelf Index · 2026 holiday shopping season
🍳 Kitchen · 🇨🇦 CA · updated 12 Oct 2026
Standing
#21
Kitchen · CA
Shelf-share
0.9%
of CA 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 Mazzer ranks best.
Its rank at each phase of the shopping journey — from first awareness to the moment of purchase.
Awareness
#56
0.1%
Research
#6
3.2%
Comparison
—
not surfaced
Validation
—
not surfaced
Purchase
—
not surfaced
Observed from the answers themselves — not a score.
Sentiment
100% positive · no negative mentions
Price framing
framed premium
100% premium
“My pick: Mazzer Philos [Mazzer Philos Single Dose Grinder]() $2,245.00 For your situation, I'd choose the Mazzer Philos if the budget comfortably allows it.”
ChatGPT
“My verdict: I'd choose this over the Mazzer if you value straightforward operation and rich, forgiving espresso more than experimenting with different burr profiles.”
ChatGPT
“My verdict: A strong middle ground if you want a dedicated espresso grinder with premium features but don't need the Mazzer's more elaborate design.”
ChatGPT
“Mazzer Philos — my premium, buy-it-for-years choice Best for: Someone who values excellent engineering, a serious espresso setup and a grinder worth keeping.”
ChatGPT
The specific Mazzer items the engines put in front of CA shoppers.
Brands the engines recommend in the same answers as Mazzer.
Bar is how often that brand is recommended in the same answer as Mazzer, 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 Mazzer.