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 | totalwine.com | 5/5 | 8.4K | $2.3K |
| 2 | drizly.com | 5/5 | 5K | $1.4K |
| 3 | reservebar.com | 5/5 | 3.4K | $904 |
| 4 | specsonline.com | 5/5 | 2.3K | $621 |
| 5 | bevmo.com | 3/5 | 1.7K | $452 |
| 6 | liquor.com brand | 3/5 | 1.3K | $339 |
| 7 | caskers.com | 3/5 | 921 | $248 |
| 8 | wine.com | 3/5 | 712 | $192 |
| 9 | woodencork.com | 3/5 | 544 | $146 |
| 10 | minibar.delivery | 2/5 | 419 | $113 |
| 11 | garysliquor.com | 2/5 | 335 | $90 |
| 12 | binnys.com | 3/5 | 251 | $67 |
| 13 | astorwines.com | 2/5 | 209 | $56 |
| 14 | walmart.com | 3/5 | 168 | $45 |
| 15 | target.com | 3/5 | 126 | $33 |
| 16 | spirits.com | 2/5 | 105 | $28 |
| 17 | costco.com | 2/5 | 84 | $22 |
| 18 | winedeals.com | 2/5 | 63 | $16 |
| 19 | kroger.com | 3/5 | 50 | $13 |
| 20 | theliquorstore.com | 2/5 | 42 | $11 |
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 →