A commercial recommendation prompt. We size how many people ask ChatGPT this from real search demand, then run it through ChatGPT to see which websites it recommends.
One of the 5 times we asked ChatGPT this, verbatim. The leaderboard below aggregates all 5 runs.
Aggregated across 5 runs (min 2/5 appearances). Estimated visits split the prompt's demand by rank. Sites matching the prompt's own brand are marked branded and excluded from the leaderboard.
| Rank | Website | Appears | Est. visits / mo | Est. value / mo |
|---|---|---|---|---|
| 1 | starbucks.com | 5/5 | 13K | $625 |
| 3 | perfectdailygrind.com | 5/5 | 5K | $250 |
| 4 | sprudge.com | 5/5 | 3.4K | $171 |
| 5 | baristahustle.com | 4/5 | 2.5K | $125 |
| 7 | seriouseats.com | 4/5 | 1.4K | $68 |
| 8 | bluebottlecoffee.com | 3/5 | 1.1K | $53 |
| 9 | thekitchn.com | 3/5 | 813 | $40 |
| 10 | lavazza.com | 4/5 | 625 | $31 |
| 11 | costa.co.uk | 2/5 | 500 | $25 |
| 12 | nationalgeographic.com | 2/5 | 375 | $18 |
| 13 | coffeegeek.com | 2/5 | 313 | $15 |
| 14 | nespresso.com | 2/5 | 250 | $12 |
| 15 | specialtycoffeeassociation.org | 2/5 | 188 | $9 |
| 16 | coffeeaffection.com | 3/5 | 156 | $7 |
| 17 | squaremilecoffee.com | 2/5 | 125 | $6 |
| 18 | origincoffee.co.uk | 2/5 | 94 | $4 |
| 19 | stumptowncoffee.com | 2/5 | 75 | $3 |
| 20 | intelligentsia.com | 2/5 | 63 | $3 |
ChatGPT doesn't publish prompts, so we don't show logged conversations. We measure real demand for this topic from Google search volume, scale it to ChatGPT's user base (on average about 1 ChatGPT user for every 8 Google searchers, a ratio that varies by topic), and run the prompt through ChatGPT 5 times to record which websites it recommends and in what order. Estimated visits split that demand across the recommended sites by a click-through-by-rank curve. Every number is a modeled estimate, not measured analytics. Full methodology →