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 | 76K | $26K |
| 2 | coffee.org | 5/5 | 46K | $16K |
| 3 | illy.com | 5/5 | 30K | $10K |
| 4 | lavazza.com | 5/5 | 21K | $7.1K |
| 5 | peets.com | 5/5 | 15K | $5.2K |
| 6 | nespresso.com | 5/5 | 11K | $3.9K |
| 7 | bluebottlecoffee.com | 5/5 | 8.4K | $2.8K |
| 8 | dunkindonuts.com | 4/5 | 6.5K | $2.2K |
| 9 | keurig.com | 5/5 | 4.9K | $1.7K |
| 10 | stumptowncoffee.com | 5/5 | 3.8K | $1.3K |
| 11 | intelligentsia.com | 5/5 | 3K | $1K |
| 12 | sprudge.com | 3/5 | 2.3K | $775 |
| 13 | perfectdailygrind.com | 3/5 | 1.9K | $646 |
| 14 | nationalcoffeeassociation.org | 3/5 | 1.5K | $516 |
| 15 | timhortons.com | 3/5 | 1.1K | $387 |
| 16 | baristamagazine.com | 2/5 | 950 | $323 |
| 17 | costa.co.uk | 2/5 | 760 | $258 |
| 18 | deathwishcoffee.com | 3/5 | 570 | $193 |
| 19 | counterculturecoffee.com | 2/5 | 456 | $155 |
| 20 | philzcoffee.com | 2/5 | 380 | $129 |
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 →