Onyx Coffee Lab vs Stumptown: Coffee Comparison (2026)
An independent side-by-side comparison of Onyx Coffee Lab and Stumptown for coffee buyers — pricing, features, integrations, 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.
Stumptown leads overall — 27% cited vs Onyx Coffee Lab 7% across 60 probes.
ChatGPT
Onyx Coffee Lab
1 / 6 probes
17%
AverageStumptownLeads
4 / 6 probes
67%
ExcellentPerplexity
Onyx Coffee Lab
0 / 6 probes
0%
InvisibleStumptown
0 / 6 probes
0%
InvisibleGemini
Onyx Coffee Lab
0 / 6 probes
0%
InvisibleStumptown
0 / 6 probes
0%
InvisibleClaude
Onyx Coffee Lab
1 / 6 probes
17%
AverageStumptownLeads
3 / 6 probes
50%
ExcellentCopilot
Onyx Coffee Lab
0 / 6 probes
0%
InvisibleStumptownLeads
1 / 6 probes
17%
AverageScale:NoneLowFairStrongExcellent
Probes run hourly; each (engine × query) combo retests every ~3 days.
Pricing
Key Features
Onyx Coffee Lab
Feature data is being indexed.
Stumptown
Feature data is being indexed.
When to choose Onyx Coffee Lab
Choose Onyx Coffee Lab if your team prioritizes its strengths over Stumptown's. Full guidance populates as Onyx Coffee Lab's feature data is indexed.
When to choose Stumptown
Choose Stumptown if your team prioritizes its strengths over Onyx Coffee Lab's. Full guidance populates as Stumptown's feature data is indexed.