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 | cars.com brand | 5/5 | 1.4K | $2K |
| 2 | repairpal.com | 5/5 | 825 | $1.2K |
| 3 | edmunds.com | 5/5 | 550 | $786 |
| 4 | yourmechanic.com | 5/5 | 378 | $540 |
| 5 | firestonecompleteautocare.com | 5/5 | 275 | $393 |
| 6 | autozone.com | 4/5 | 206 | $294 |
| 7 | midas.com | 4/5 | 151 | $216 |
| 8 | kbb.com | 3/5 | 117 | $167 |
| 9 | autotrader.com | 3/5 | 89 | $127 |
| 10 | jiffylube.com | 3/5 | 69 | $98 |
| 11 | consumerreports.org | 4/5 | 55 | $78 |
| 12 | pepboys.com | 4/5 | 41 | $58 |
| 13 | aaa.com | 3/5 | 34 | $49 |
| 14 | carcare.org | 3/5 | 28 | $39 |
| 15 | carfax.com | 3/5 | 21 | $29 |
| 16 | cartalk.com | 3/5 | 17 | $24 |
| 17 | advanceautoparts.com | 4/5 | 14 | $19 |
| 18 | castrol.com | 2/5 | 10 | $14 |
| 19 | wrench.com | 2/5 | 8 | $11 |
| 20 | aa1car.com | 2/5 | 7 | $9 |
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 →