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 | toyota.com | 4/5 | 753 | $135 |
| 2 | honda.com | 4/5 | 452 | $81 |
| 3 | ford.com | 4/5 | 301 | $54 |
| 4 | bmw.com | 4/5 | 207 | $37 |
| 5 | chevrolet.com | 4/5 | 151 | $27 |
| 6 | mercedes-benz.com | 4/5 | 113 | $20 |
| 7 | audi.com | 4/5 | 83 | $14 |
| 8 | nissanusa.com | 4/5 | 64 | $11 |
| 9 | kia.com | 4/5 | 49 | $8 |
| 10 | volkswagen.com | 4/5 | 38 | $6 |
| 11 | hyundai.com | 3/5 | 30 | $5 |
| 12 | subaru.com | 4/5 | 23 | $4 |
| 13 | mazdausa.com | 4/5 | 19 | $3 |
| 14 | lexus.com | 4/5 | 15 | $2 |
| 15 | edmunds.com | 5/5 | 11 | $2 |
| 16 | cars.com | 3/5 | 9 | $1 |
| 17 | kbb.com | 4/5 | 8 | $1 |
| 18 | autotrader.com | 3/5 | 6 | $1 |
| 19 | caranddriver.com | 4/5 | 5 | $0 |
| 20 | acura.com | 3/5 | 4 | $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 →