Best rank
Best placed #10 in Food, Beverages & Snacks.
What the AIs say
#10 best · 1 of 4 agree“Only Claude has placed Toby's Estate so far this snapshot — average rank #10.0 across 1 mention.”
synthesised · the AI panel
Act one
What the machines think.
Three AI models read the whole category and rank Toby's Estate's products — model by model, list by list, over time.
Model by model?
How each AI sees it.
Only Claude has placed Toby's Estate so far this snapshot — average rank #10.0 across 1 mention.
Claude
#10.0
avg over 1 mention · best #10
Wins & misses?
Where it leads, where it lags.
Toby's Estate lands 1 top-10 placement with no clear weak spots in tracked intents.
Top wins
Where it lags
No misses below #20 — Toby's Estate is a top-tier presence everywhere it appears.
Act three · ★ new
Do they agree?
Put the two verdicts side by side — every product with its AI rank and its reviewer score — and see where the machines and the buyers line up, and where they don't.
The lineup, reconciled?
Every product — both verdicts.
Paddington Espresso Blend is the only Toby's Estate product the AI assistants have picked so far — showing up in 1 buyer question.
Traits?
The words the panel uses.
AI most often praises Toby's Estate for being "australian style" (1 mention) and "balanced acidity" (1).
- australian style1
- balanced acidity1
- rich chocolate1
- stone fruit1
Rivals?
Who it competes against.
Toby's Estate's closest rival is Koffee Kult — and Toby's Estate comes out ahead in 1 of 1 of the questions they both answer (100%).
- Koffee Kult
Food, Beverages & Snacks
Toby's Estate leads 1–0
Across 1 shared question
- Little's Coffee
Food, Beverages & Snacks
Toby's Estate leads 1–0
Across 1 shared question
- Seven Miles Coffee Roasters
Food, Beverages & Snacks
Toby's Estate leads 1–0
Across 1 shared question
- Kicking Horse Coffee
Food, Beverages & Snacks
Toby's Estate leads 1–0
Across 1 shared question
- Joe Coffee
Food, Beverages & Snacks
Toby's Estate leads 1–0
Across 1 shared question
- Caffe Vita
Food, Beverages & Snacks
Toby's Estate leads 1–0
Across 1 shared question
- Philz Coffee
Food, Beverages & Snacks
Toby's Estate leads 1–0
Across 1 shared question
The recap
Where it stands today.
- FootprintStrongest in Food, Beverages & Snacks (best #10), across 1 buying intent.
- TraitsMost often associated with “australian style” (1 mentions) and “balanced acidity” (1).
- Top productPaddington Espresso Blend is the most-mentioned Toby's Estate product this snapshot.
- Closest rivalKoffee Kult (1–0 across 1 shared intent).
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