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 | headandshoulders.com | 5/5 | 3.1K | $549 |
| 2 | pantene.com | 5/5 | 1.8K | $329 |
| 3 | herbalessences.com | 5/5 | 1.2K | $219 |
| 4 | lorealparisusa.com | 5/5 | 839 | $150 |
| 5 | suave.com | 5/5 | 610 | $109 |
| 6 | tresemme.com | 5/5 | 458 | $82 |
| 7 | garnierusa.com | 5/5 | 336 | $60 |
| 8 | ogxbeauty.com | 4/5 | 259 | $46 |
| 9 | redken.com | 3/5 | 198 | $35 |
| 10 | matrix.com | 4/5 | 153 | $27 |
| 11 | biolage.com | 3/5 | 122 | $21 |
| 12 | dove.com | 4/5 | 92 | $16 |
| 13 | kerastase-usa.com | 3/5 | 76 | $13 |
| 14 | johnfrieda.com | 4/5 | 61 | $10 |
| 15 | amazon.com | 2/5 | 46 | $8 |
| 16 | walmart.com | 2/5 | 38 | $6 |
| 17 | target.com | 2/5 | 31 | $5 |
| 18 | paulmitchell.com | 3/5 | 23 | $4 |
| 19 | neutrogena.com | 4/5 | 18 | $3 |
| 20 | sephora.com | 2/5 | 15 | $2 |
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 →