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 | repairpal.com | 5/5 | 1.1K | $1.8K |
| 2 | carcare.org | 5/5 | 675 | $1.1K |
| 3 | yourmechanic.com | 5/5 | 450 | $711 |
| 4 | firestonecompleteautocare.com | 5/5 | 309 | $488 |
| 5 | midas.com | 5/5 | 225 | $355 |
| 6 | jiffylube.com | 5/5 | 169 | $266 |
| 7 | mechanicadvisor.com | 3/5 | 124 | $195 |
| 8 | monro.com | 5/5 | 96 | $151 |
| 9 | aaa.com | 3/5 | 73 | $115 |
| 10 | autorepair.com | 3/5 | 56 | $88 |
| 11 | autozone.com | 2/5 | 45 | $71 |
| 12 | pepboys.com | 3/5 | 34 | $53 |
| 13 | aamco.com | 3/5 | 28 | $44 |
| 14 | ntb.com | 3/5 | 23 | $35 |
| 15 | ase.com | 2/5 | 17 | $26 |
| 16 | napaautocare.com | 2/5 | 14 | $22 |
| 17 | goodyearautoservice.com | 2/5 | 11 | $17 |
| 18 | valvoline.com | 2/5 | 8 | $13 |
| 19 | cartalk.com | 2/5 | 7 | $10 |
| 20 | wrench.com | 2/5 | 6 | $8 |
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 →