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 | 15K | $3.8K |
| 2 | dunkindonuts.com | 5/5 | 9.2K | $2.3K |
| 3 | peets.com | 5/5 | 6.1K | $1.5K |
| 4 | timhortons.com | 5/5 | 4.2K | $1.1K |
| 5 | cariboucoffee.com | 5/5 | 3.1K | $765 |
| 6 | bluebottlecoffee.com | 5/5 | 2.3K | $573 |
| 7 | lavazza.com | 5/5 | 1.7K | $420 |
| 8 | philzcoffee.com | 5/5 | 1.3K | $325 |
| 9 | illy.com | 5/5 | 995 | $248 |
| 10 | intelligentsia.com | 4/5 | 765 | $191 |
| 11 | costa.co.uk | 3/5 | 612 | $153 |
| 12 | stumptowncoffee.com | 4/5 | 459 | $114 |
| 13 | panerabread.com | 4/5 | 383 | $95 |
| 14 | mcdonalds.com | 4/5 | 306 | $76 |
| 15 | thecoffeebean.com | 2/5 | 230 | $57 |
| 16 | gloriajeans.com | 3/5 | 191 | $47 |
| 17 | gregoryscoffee.com | 2/5 | 153 | $38 |
| 18 | coffeebean.com | 2/5 | 115 | $28 |
| 19 | sightglasscoffee.com | 2/5 | 92 | $22 |
| 20 | caffenero.com | 2/5 | 77 | $19 |
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 →