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 | sallybeauty.com | 5/5 | 1.1K | $450 |
| 2 | cosmoprofbeauty.com | 5/5 | 675 | $270 |
| 3 | ulta.com | 4/5 | 450 | $180 |
| 4 | walmart.com | 3/5 | 309 | $123 |
| 5 | beautysupply.com | 3/5 | 225 | $90 |
| 6 | target.com | 3/5 | 169 | $67 |
| 7 | amazon.com | 3/5 | 124 | $49 |
| 8 | beautyjoint.com | 4/5 | 96 | $38 |
| 9 | sephora.com | 3/5 | 73 | $29 |
| 10 | cosmeticsupply.com | 2/5 | 56 | $22 |
| 11 | armstrongmccall.com | 2/5 | 45 | $18 |
| 12 | elegantbeauty.com | 2/5 | 34 | $13 |
| 13 | beautybrands.com | 2/5 | 28 | $11 |
| 14 | beyondpolish.com | 2/5 | 23 | $9 |
| 15 | saloncentric.com | 2/5 | 17 | $6 |
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 →