Coffee Vendors Losing in AI Search
14 coffee brands that ChatGPT, Claude, Perplexity and Gemini aren't citing when real buyers ask — last 90 days. How we measure this.
| # | Vendor | Loss rate | |
|---|---|---|---|
| 1 | Intelligentsia intelligentsia.com 0/30 probes cited | 100% | Claim Intelligentsia |
| 2 | La Colombe lacolombe.com 0/30 probes cited | 100% | Claim La Colombe |
| 3 | Partners Coffee partnerscoffee.com 0/30 probes cited | 100% | Claim Partners Coffee |
| 4 | Bulletproof bulletproof.com 0/30 probes cited | 100% | Claim Bulletproof |
| 5 | Heart Coffee Roasters heartroasters.com 0/30 probes cited | 100% | Claim Heart Coffee Roasters |
| 6 | Four Sigmatic foursigmatic.com 0/30 probes cited | 100% | Claim Four Sigmatic |
| 7 | Onyx Coffee Lab onyxcoffeelab.com 2/30 probes cited | 93% | Claim Onyx Coffee Lab |
| 8 | Death Wish Coffee deathwishcoffee.com 2/30 probes cited | 93% | Claim Death Wish Coffee |
| 9 | Peet's Coffee peets.com 5/30 probes cited | 83% | Claim Peet's Coffee |
| 10 | Verve Coffee Roasters vervecoffee.com 5/30 probes cited | 83% | Claim Verve Coffee Roasters |
| 11 | Stumptown stumptowncoffee.com 8/30 probes cited | 73% | Claim Stumptown |
| 12 | Atlas Coffee Club atlascoffeeclub.com 9/30 probes cited | 70% | Claim Atlas Coffee Club |
| 13 | Blue Bottle bluebottlecoffee.com 10/30 probes cited | 67% | Claim Blue Bottle |
| 14 | Counter Culture counterculturecoffee.com 10/30 probes cited | 67% | Claim Counter Culture |
What "losing" means here
We run real buyer-intent queries (like "best coffee software") against ChatGPT, Claude, Perplexity and Gemini on a rolling schedule. A vendor is "losing" when it's cited in fewer than 40% of its probes and has at least 5 probes on record. If you represent one of these brands, claim your listing to see the full list of losing queries and start weekly monitoring.