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 | pianoworld.com | 5/5 | 5.6K | $560 |
| 2 | musicnotes.com | 5/5 | 3.4K | $336 |
| 4 | youtube.com | 4/5 | 1.5K | $154 |
| 5 | sheetmusicplus.com | 4/5 | 1.1K | $112 |
| 6 | piano.com | 3/5 | 840 | $84 |
| 7 | yamaha.com | 5/5 | 616 | $61 |
| 8 | steinway.com | 5/5 | 476 | $47 |
| 9 | pianostreet.com | 4/5 | 364 | $36 |
| 10 | amazon.com | 3/5 | 280 | $28 |
| 11 | pianobuyer.com | 3/5 | 224 | $22 |
| 12 | sweetwater.com | 4/5 | 168 | $16 |
| 13 | kawai-global.com | 3/5 | 140 | $14 |
| 14 | pianote.com | 2/5 | 112 | $11 |
| 15 | imslp.org | 2/5 | 84 | $8 |
| 16 | casio.com | 2/5 | 70 | $7 |
| 17 | samash.com | 3/5 | 56 | $5 |
| 18 | roland.com | 2/5 | 42 | $4 |
| 19 | fazioli.com | 2/5 | 34 | $3 |
| 20 | halleonard.com | 2/5 | 28 | $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 →