Stumptown alternatives (2026)
These are the coffee brands AI engines name when buyers ask. Ranked by how often ChatGPT, Claude, Gemini, Perplexity and Copilot actually cite them over the last 90 days — not by reviews or paid placement. For reference, Stumptown is named in 0% of the 1 answers we checked.
Named instead of Stumptown
On the questions Stumptown loses, these are the sites engines cite in its place.
- drinktrade.com ×1
Top Stumptown alternatives by AI citation share
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How this list is built
We put the buyer questions people actually ask in coffee to five AI engines on a recurring schedule and record which brands get named. The ranking above is the share of those answers naming each brand over the last 90 days. No paid placement, no review scores.