AI Shelf Index · 2026 holiday shopping season

Samuel Groves AI shopping shelf share

🍳 Kitchen · 🇬🇧 UK · updated 12 Oct 2026

Standing

#44

Kitchen · UK

#22 outside top 40

Shelf-share

0.1%

of UK answers

0.6% 0.1%

Sentiment

100%

positive

No week-to-week change larger than the variation between readings.

Who's on the kitchen shelf

1 Ninja
31.3%
2 De'Longhi
7.6%
3 Le Creuset
5.6%
4 Sage
5.0%
5 Philips
4.6%
6 Tower
3.2%
⋯
44 Samuel Groves
0.1%

The shoppers Samuel Groves wins

The same answers, sliced by the shopper the question implies — where Samuel Groves ranks best.

Where Samuel Groves wins the journey

Its rank at each phase of the shopping journey — from first awareness to the moment of purchase.

Awareness

—

not surfaced

Research

#42

0.1%

Comparison

—

not surfaced

Validation

#31

0.3%

Purchase

#44

0.1%

Where the engines differ

ChatGPT
0.0%
Google AI Mode
0.2%

What AI says about Samuel Groves

Observed from the answers themselves — not a score.

Sentiment

100% positive · no negative mentions

Price framing

framed premium

100% premium

“18/10 Stainless Steel (The Workhorse): Brands like All-Clad (internationally) or ProCook and Samuel Groves (UK-made) offer clad stainless steel.”

Google AI Mode

“If you'd like to narrow this down, let me know: Would you prefer a stainless steel cookware set recommendation ( ProCook or Samuel Groves ), or a heavy cast-iron piece like Le Creuset** ?”

Google AI Mode

“Pan Upgrades: To replace sketchy nonstick pans for the long haul, invest in heavy-gauge clad stainless steel (like All-Clad or local UK equivalents like Samuel Groves) or enamelled cast iron (like Le Creuset).”

Google AI Mode

“If you want pans that genuinely last decades and require zero chemical worry, pivot to these materials: Stainless Steel ( Clad / Tri-Ply ) : Brands like All-Clad (US) or Demeyere and Samuel Groves (UK-made) offer mult...”

Google AI Mode

Shelved alongside

Brands the engines recommend in the same answers as Samuel Groves.

How to read this

Bar is how often that brand is recommended in the same answer as Samuel Groves, 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 Samuel Groves.