Cardinal Coffee Roasters/AI visibility
AI visibility
Are you cited when buyers ask AI? · last 28 days
AI Visibility Score
34%
Between 22% and 47% (95% range)
Share of voice across all AI engines
Prompts tracked
48
across configured engines
Cited
17
35% of prompts
Avg answer rank
2.8
when cited
Citations · 30d
62
Within normal variation for a sample this size.
By engine
Share of voice by AI engine
CChatGPT
42%
share of voice
24 citations
PPerplexity
31%
share of voice
18 citations
GGemini
19%
share of voice
12 citations
CClaude
8%
share of voice
8 citations
Share of voice vs competitors
% of tracked AI answers that mention each brand
Blue Bottle
61%
Stumptown
52%
Counter Culture
44%
Cardinal Coffee Roasters
34%
Verve
29%
Sentiment
How AI describes Cardinal Coffee Roasters
Positive72%
Neutral22%
Negative6%
Tracked prompts
Are you cited when buyers ask AI?
| Prompt | Engines | Rank | Cited page | SoV | Sentiment |
|---|---|---|---|---|---|
| best ethiopian coffee beans to buy online | CPGC | #2 | /best-coffee-beans-for-espresso | 38% | Positive |
| arabica vs robusta which is better | CPGC | #3 | /arabica-vs-robusta | 31% | Positive |
| how should I store whole coffee beans | CPGC | #1 | /how-to-store-coffee-beans | 44% | Positive |
| best coffee subscription for beginners | CPGC | - | - | 0% | Neutral |
| light roast vs dark roast caffeine | CPGC | #4 | /light-roast-vs-dark-roast | 22% | Neutral |
| cold brew coffee ratio calculator | CPGC | - | - | 0% | Neutral |
Pages the engines linked in this sample
A diagnostic, not a score
/best-coffee-beans-for-espressoGENERATEDCP14
/arabica-vs-robustaGENERATEDCG11
/how-to-store-coffee-beansGENERATEDP9
/blog/pour-over-guideG6
Citation gapsopportunity
Competitors are cited here: you're not
best coffee subscription for beginners
cited: Blue Bottle, Atlas CoffeeGenerate →
most sustainable coffee brands
cited: Counter Culture, VerveGenerate →
best decaf coffee that tastes good
cited: StumptownGenerate →
Other sources cited
Third-party sources the engines linked in the same answers
sprudge.com
Cited as a recommended single-origin roaster in a Perplexity answer about specialty subscriptions.
PositiveP
reddit.com/r/coffee
Mentioned alongside Blue Bottle when ChatGPT answered a question on beginner-friendly beans.
NeutralC
coffeegeek.com
Referenced by Gemini for a pour-over brewing guide with clear step-by-step ratios.
PositiveG