Stumptown vs Atlas Coffee Club: Coffee Comparison (2026)
An independent side-by-side comparison of Stumptown and Atlas Coffee Club 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.
Atlas Coffee Club leads overall — 30% cited vs Stumptown 27% across 60 probes.
ChatGPT
StumptownLeads
4 / 6 probes
67%
ExcellentAtlas Coffee Club
3 / 6 probes
50%
ExcellentPerplexity
Stumptown
0 / 6 probes
0%
InvisibleAtlas Coffee ClubLeads
1 / 6 probes
17%
AverageGemini
Stumptown
0 / 6 probes
0%
InvisibleAtlas Coffee ClubLeads
1 / 6 probes
17%
AverageClaude
StumptownLeads
3 / 6 probes
50%
ExcellentAtlas Coffee Club
2 / 6 probes
33%
GoodCopilot
Stumptown
1 / 6 probes
17%
AverageAtlas Coffee ClubLeads
2 / 6 probes
33%
GoodScale:NoneLowFairStrongExcellent
Probes run hourly; each (engine × query) combo retests every ~3 days.
Pricing
Key Features
Stumptown
Feature data is being indexed.
Atlas Coffee Club
Feature data is being indexed.
When to choose Stumptown
Choose Stumptown if your team prioritizes its strengths over Atlas Coffee Club's. Full guidance populates as Stumptown's feature data is indexed.
When to choose Atlas Coffee Club
Choose Atlas Coffee Club if your team prioritizes its strengths over Stumptown's. Full guidance populates as Atlas Coffee Club's feature data is indexed.