AI Visibility Index
Coffee brands in ChatGPT answers
Ranked by blended AEO/GEO share of voice across ChatGPT, Claude, Perplexity and Gemini on a fixed Shopify shopper-prompt panel — TopMention’s BuiltWith-style AI visibility indexes.
| # | Store | SoV | Score | Category | Scanned |
|---|---|---|---|---|---|
| 1 | Counter Culture Coffee counterculturecoffee.com |
39% | 56 | coffee | Thu Jul 23 |
| 2 | MUD\WTR mudwtr.com |
33% | 56 | coffee | Thu Jul 23 |
| 3 | Trade Coffee drinktrade.com |
33% | 45 | coffee | Thu Jul 23 |
| 4 | Four Sigmatic foursigmatic.com |
33% | 51 | coffee | Thu Jul 23 |
| 5 | La Colombe lacolombe.com |
28% | 50 | coffee | Thu Jul 23 |
| 6 | Verb Energy verbenergy.co |
22% | 36 | coffee | Thu Jul 23 |
| 7 | Death Wish Coffee deathwishcoffee.com |
22% | 45 | coffee | Thu Jul 23 |
| 8 | OLIPOP drinkolipop.com |
22% | 41 | coffee | Thu Jul 23 |
| 9 | Lifeboost Coffee lifeboostcoffee.com |
22% | 44 | coffee | Thu Jul 23 |
Methodology
TopMention runs the same category prompt panel across four AI engines with live retrieval. Share of voice is the share of answers that mention the brand. Scores also include technical AI-readiness (crawler access, schema, Shopping signals). Public pages never include lead emails or raw model answers.
Also see: All Shopify stores · All lists · Supplements · Skincare
Related: How we measure AI share of voice · AI visibility audit for Shopify
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