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 | edmunds.com | 5/5 | 615 | $178 |
| 2 | caranddriver.com | 5/5 | 369 | $107 |
| 3 | cars.com | 5/5 | 246 | $71 |
| 4 | kbb.com | 5/5 | 169 | $49 |
| 5 | autotrader.com | 5/5 | 123 | $35 |
| 6 | motortrend.com | 5/5 | 92 | $26 |
| 7 | consumerreports.org | 5/5 | 68 | $19 |
| 8 | truecar.com | 5/5 | 52 | $15 |
| 9 | cargurus.com | 5/5 | 40 | $11 |
| 10 | topgear.com | 3/5 | 31 | $8 |
| 12 | carfax.com | 3/5 | 18 | $5 |
| 13 | autocar.co.uk | 3/5 | 15 | $4 |
| 14 | whatcar.com | 3/5 | 12 | $3 |
| 15 | drive.com.au | 3/5 | 9 | $2 |
| 16 | honda.com | 3/5 | 8 | $2 |
| 17 | toyota.com | 2/5 | 6 | $1 |
| 18 | mazdausa.com | 2/5 | 5 | $1 |
| 19 | ford.com | 2/5 | 4 | $1 |
| 20 | hyundaiusa.com | 2/5 | 3 | $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 →