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 | caranddriver.com | 5/5 | 920 | $671 |
| 2 | motortrend.com | 5/5 | 552 | $402 |
| 3 | roadandtrack.com | 5/5 | 368 | $268 |
| 4 | cars.com brand | 5/5 | 253 | $184 |
| 5 | topgear.com | 5/5 | 184 | $134 |
| 6 | edmunds.com | 5/5 | 138 | $100 |
| 7 | autoweek.com | 3/5 | 101 | $73 |
| 8 | jalopnik.com | 3/5 | 78 | $57 |
| 9 | kbb.com | 4/5 | 60 | $43 |
| 10 | ferrari.com | 4/5 | 46 | $33 |
| 11 | porsche.com | 4/5 | 37 | $26 |
| 12 | autotrader.com | 2/5 | 28 | $20 |
| 13 | mclaren.com | 4/5 | 23 | $16 |
| 14 | sportscardigest.com | 3/5 | 18 | $13 |
| 15 | lamborghini.com | 4/5 | 14 | $10 |
| 16 | formula1.com | 3/5 | 12 | $8 |
| 17 | espn.com | 2/5 | 9 | $6 |
| 18 | bringatrailer.com | 2/5 | 7 | $5 |
| 19 | bugatti.com | 3/5 | 6 | $4 |
| 20 | bmw.com | 2/5 | 5 | $3 |
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 →