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 | webstaurantstore.com | 4/5 | 15K | $3.4K |
| 2 | perfectdailygrind.com | 3/5 | 9.2K | $2K |
| 3 | restaurantware.com | 4/5 | 6.1K | $1.3K |
| 4 | shopify.com | 3/5 | 4.2K | $925 |
| 5 | bunn.com | 3/5 | 3.1K | $673 |
| 6 | driftaway.coffee | 3/5 | 2.3K | $504 |
| 7 | baristamagazine.com | 2/5 | 1.7K | $370 |
| 8 | sprudge.com | 2/5 | 1.3K | $286 |
| 9 | peets.com | 3/5 | 995 | $218 |
| 10 | amazon.com | 3/5 | 765 | $168 |
| 11 | stumptowncoffee.com | 3/5 | 612 | $134 |
| 12 | keurig.com | 2/5 | 459 | $100 |
| 13 | starbucks.com | 2/5 | 383 | $84 |
| 14 | intelligentsia.com | 3/5 | 306 | $67 |
| 15 | coffeeam.com | 3/5 | 230 | $50 |
| 16 | lavazza.com | 2/5 | 191 | $42 |
| 17 | illy.com | 2/5 | 153 | $33 |
| 18 | seattlecoffeegear.com | 2/5 | 115 | $25 |
| 19 | fetco.com | 2/5 | 92 | $20 |
| 20 | counterculturecoffee.com | 2/5 | 77 | $16 |
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 →