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 | carrier.com | 5/5 | 124 | $959 |
| 2 | trane.com | 5/5 | 74 | $575 |
| 3 | energy.gov | 4/5 | 50 | $383 |
| 4 | bobvila.com | 5/5 | 34 | $263 |
| 5 | thisoldhouse.com | 5/5 | 25 | $191 |
| 6 | goodmanmfg.com | 5/5 | 19 | $143 |
| 7 | lennox.com | 5/5 | 14 | $105 |
| 8 | familyhandyman.com | 5/5 | 11 | $81 |
| 9 | angieslist.com | 4/5 | 8 | $62 |
| 10 | hvac.com | 5/5 | 6 | $47 |
| 11 | americanstandardair.com | 4/5 | 5 | $38 |
| 12 | rheem.com | 4/5 | 4 | $28 |
| 13 | homeadvisor.com | 3/5 | 3 | $23 |
| 14 | hometips.com | 2/5 | 2 | $19 |
| 15 | ruud.com | 2/5 | 2 | $14 |
| 16 | repairclinic.com | 2/5 | 2 | $11 |
| 17 | york.com | 2/5 | 1 | $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 →