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 | geography.wisc.edu | 3/5 | 0 | $0 |
| 2 | geography.berkeley.edu | 3/5 | 0 | $0 |
| 3 | geography.ucdavis.edu | 2/5 | 0 | $0 |
| 4 | geography.utoronto.ca | 3/5 | 0 | $0 |
| 5 | geog.ox.ac.uk | 2/5 | 0 | $0 |
| 6 | geography.arizona.edu | 2/5 | 0 | $0 |
| 7 | utoronto.ca | 2/5 | 0 | $0 |
| 8 | ubc.ca | 2/5 | 0 | $0 |
| 9 | geography.org.uk brand | 2/5 | 0 | $0 |
| 10 | geog.ucsb.edu | 2/5 | 0 | $0 |
| 11 | geography.osu.edu | 2/5 | 0 | $0 |
| 12 | aag.org | 2/5 | 0 | $0 |
| 13 | geography.cam.ac.uk | 2/5 | 0 | $0 |
| 14 | geography.umn.edu | 2/5 | 0 | $0 |
| 15 | geography.ubc.ca | 2/5 | 0 | $0 |
| 16 | ox.ac.uk | 2/5 | 0 | $0 |
| 17 | cam.ac.uk | 2/5 | 0 | $0 |
| 18 | geography.ucla.edu | 2/5 | 0 | $0 |
| 19 | geography.leeds.ac.uk | 2/5 | 0 | $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 →