ChatGPT · measured July 2026
Is Stumptown Coffee Roasters on the ChatGPT shelf for Coffee Beans?
Yes — Stumptown Coffee Roasters shows up in 36% of the answers, 4th of 280 brands that appeared when people asked ChatGPT about coffee beans.
- Share of shelf
- 36%
- Rank
- #4 of 280
- Answers appeared in
- 408
- Price seen
- $15.98–$30.98
Where ChatGPT sends buyers for Stumptown Coffee Roasters
When ChatGPT shows a Stumptown Coffee Roasters offer, this is the storefront behind the link. Share is of Stumptown Coffee Roasters's offers, not the whole category.
- Walmart 51% · 238 offers
- Target 36% · 168 offers
- Whole Foods Market 10% · 47 offers
- Stumptown Coffee 1% · 4 offers
- See merchants 1% · 3 offers
- STUMPTOWN COFFEE ROASTERS 0% · 2 offers
The Stumptown Coffee Roasters products ChatGPT shows most
The specific items that came up on the shelf, most-shown first.
- Stumptown Coffee Hair Bender Blend Premium Medium Roast Whole Bean Coffee, Arabica, 12 oz $22.24
- Stumptown Hair Bender $16.43
- Stumptown Hair Bender Medium Roast Whole Bean Coffee - 12oz $16.99
- Stumptown Coffee Roasters, Medium Roast Whole Bean Coffee, 100% Arabica Coffee - Hair Bender 12 Ounce Bag with Flavor Notes of Citrus and Dark Chocolate $16.43
What ChatGPT reads about coffee beans
Across 13,859 citations in this category, these are the sources ChatGPT pulls from most when it recommends coffee beans. This is the category's reading list, not Stumptown Coffee Roasters's — and not one of them is a brand-owned page. The shelf is written by editors, not marketers.
- consumerreports.org 723 citations
- foodnetwork.com 655 citations
- kaffico.com 499 citations
- reddit.com 471 citations
- cornercoffeestore.com 332 citations
- themanual.com 331 citations
- homegrounds.co 286 citations
- coffeebot.app 271 citations
How we measured this
- We asked ChatGPT 1,122 shopping questions about coffee beans in July 2026. The questions never named Stumptown Coffee Roasters or any brand, so nothing here was prompted into the answer.
- Share of shelf is how often Stumptown Coffee Roasters came up across all 1,122 questions — a frequency, not a rank of quality or sales.
- Retailer and price figures are drawn from the product offers ChatGPT actually displayed for Stumptown Coffee Roasters.
- This is one engine, one country, one point in time. It is a snapshot of a shelf that moves.
Stumptown Coffee Roasters team, or think a number is wrong? Tell us — we check it against the raw data and correct or remove the page.
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