Onyx Coffee Lab vs Stumptown: Coffee Comparison (2026)
An independent side-by-side comparison of Onyx Coffee Lab and Stumptown for coffee shoppers — pricing, hero products, and how often each is cited by major AI engines.
AI Citation Scorecard
How often each is cited by major AI engines when buyers ask coffee questions. Last 90 days across ChatGPT, Perplexity, Gemini, Claude, and Copilot.
Too early to call — probes still building data.
ChatGPT
Onyx Coffee Lab
Tracking…
No data yet
Stumptown
Tracking…
No data yet
Perplexity
Onyx Coffee Lab
0 / 1 probes
0%
InvisibleStumptown
0 / 1 probes
0%
InvisibleGemini
Onyx Coffee Lab
Tracking…
No data yet
Stumptown
Tracking…
No data yet
Claude
Onyx Coffee Lab
Tracking…
No data yet
Stumptown
Tracking…
No data yet
Copilot
Onyx Coffee Lab
Tracking…
No data yet
Stumptown
Tracking…
No data yet
Scale:NoneLowFairStrongExcellent
Probes run hourly; each (engine × query) combo retests every ~3 days.
Pricing
Key Highlights
Onyx Coffee Lab
Product data is being indexed.
Stumptown
Product data is being indexed.
When to choose Onyx Coffee Lab
Choose Onyx Coffee Lab if its strengths align with what matters most for your purchase. Full guidance populates as Onyx Coffee Lab's product data is indexed.
When to choose Stumptown
Choose Stumptown if its strengths align with what matters most for your purchase. Full guidance populates as Stumptown's product data is indexed.