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 | clarins.com | 5/5 | 9 | $7 |
| 2 | caudalie.com | 5/5 | 5 | $4 |
| 3 | nuxe.com | 5/5 | 4 | $3 |
| 4 | sisley-paris.com | 5/5 | 2 | $2 |
| 5 | payot.com | 5/5 | 2 | $1 |
| 6 | vichy.fr | 3/5 | 1 | $1 |
| 7 | aveneusa.com | 3/5 | 1 | $0 |
| 8 | biotherm.com | 3/5 | 1 | $0 |
| 9 | lancome.com | 2/5 | 1 | $0 |
| 10 | la-roche-posay.com | 2/5 | 0 | $0 |
| 11 | biotherm.fr | 2/5 | 0 | $0 |
| 12 | loreal.com | 2/5 | 0 | $0 |
| 13 | loreal-paris.fr | 2/5 | 0 | $0 |
| 14 | vichy.com | 2/5 | 0 | $0 |
| 15 | yves-rocher.fr | 3/5 | 0 | $0 |
| 16 | embryolisse.com | 4/5 | 0 | $0 |
| 17 | la-roche-posay.fr | 2/5 | 0 | $0 |
| 18 | filorga.com | 4/5 | 0 | $0 |
| 19 | avene.fr | 2/5 | 0 | $0 |
| 20 | erborian.com | 2/5 | 0 | $0 |
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 →