Quick take
In short: what each side says
AI panel · Buyers — each opened up in full further down ↓
Gemini ranks this product at #12.0 on average
Buyers love the aroma, value, and quality when fresh, but divide sharply on whether the roast tastes burnt and over-dark versus smooth and rich.
Every side lands high — Holds up.
Main competitors
Top rivals in Coffee.
Act one
What the machines think.
Several AI models read the category and place this product — model by model, list by list, over time.
Model by model?
How each AI sees it.
Gemini ranks this product at #12.0 on average Averaging across the AI panel, Caribou Blend Whole Bean sits around #12.0 this snapshot.
Grok
—
Didn’t rank Caribou Blend Whole Bean this snapshot.
GPT
—
Didn’t rank Caribou Blend Whole Bean this snapshot.
Perplexity
—
Didn’t rank Caribou Blend Whole Bean this snapshot.
AI Mode
—
Didn’t rank Caribou Blend Whole Bean this snapshot.
Claude
Didn’t rank Caribou Blend Whole Bean this snapshot.
Rank trajectory?
Weeks of movement.
Act two · ★ new
What the people say.
The same product, judged by the owners who bought and filmed it — what they praise, what they knock, who it's for.
What buyers say?
What Google knows about it.
Beyond the video critics, Google pools 495 buyer ratings of the Caribou Blend Whole Bean from across retailers — a far wider, if blunter, jury. Here’s the shape of that opinion.
495 ratings · 7 written
across 3 retailers
What owners single out
Multiple buyers cite burnt/over-roasted flavor despite the medium roast label, echoing concerns about roast consistency and actual roast level.
In their words
“This matches the quality of more expensive coffee beans that I have bought from specialty whole bean roasters. I always use a French Press, making 24 fluid ounces per brew. I doubt that the flavor would be as good it I used drip or other more popular methods. That is true for all coffees I have tried.”
Jana · verified purchase · walmart.com
“I drink my coffee black so I am picky about the flavor. This coffee says it’s a medium roast but it tastes more like a dark roast. It tastes burnt. I prefer the Roasterie True Blue which is also a medium roast with a smooth rich flavor and no hint of being over roasted. If you drink your coffee with creamer or milk, you might not mind the flavor of this coffee.”
anonymous · verified purchase · samsclub.com
as of June 30 · 495 buyer ratings?
Frequent rivals?
What it competes against.
- Super Crema EspressoLavazzaCaribou Coffee leads 2–0 · 2 sharedRead
- Major Dickason's Blend Whole BeanPeet's CoffeePeet's Coffee leads 2–0 · 2 shared$12–$13Read
- Peet's Major Dickason's BlendPeet’sCaribou Coffee leads 2–0 · 2 sharedRead
- Frequency Blend Whole BeanIntelligentsia CoffeeCaribou Coffee leads 2–0 · 2 sharedRead
- French Roast Whole BeanPeet's CoffeeCaribou Coffee leads 2–0 · 2 sharedRead
- Big TroubleCounter CultureEven 1–1 · 2 sharedRead
- Peet’s Espresso FortePeet’sEven 1–1 · 2 sharedRead
The recap
Where it stands today.
- PositionBest rank #7 across 2 intents tracked (climbed 2 this week).
- FootprintStrongest in Best Coffee Beans (#7). Weakest in Best Espresso Beans (#17).
- TraitsMost often described as “balanced”.
- Closest rivalSuper Crema Espresso (2–0 across 2 shared intents).
- MakerBy Caribou Coffee — see how it ranks across other intents on its brand profile.
browse Caribou Blend Whole Bean in these categories