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 | sociology.berkeley.edu | 5/5 | 0 | $0 |
| 2 | sociology.yale.edu | 3/5 | 0 | $0 |
| 3 | sociology.utoronto.ca | 3/5 | 0 | $0 |
| 4 | sociology.cornell.edu | 3/5 | 0 | $0 |
| 5 | sociology.columbia.edu | 3/5 | 0 | $0 |
| 6 | apa.org | 2/5 | 0 | $0 |
| 7 | sociology.uchicago.edu | 3/5 | 0 | $0 |
| 8 | sociology.wisc.edu | 3/5 | 0 | $0 |
| 9 | sociology.stanford.edu | 3/5 | 0 | $0 |
| 10 | sociology.ucla.edu | 3/5 | 0 | $0 |
| 11 | sociology.osu.edu | 2/5 | 0 | $0 |
| 12 | sociology.unc.edu | 3/5 | 0 | $0 |
| 13 | sociology.ox.ac.uk | 2/5 | 0 | $0 |
| 14 | sociology.cam.ac.uk | 2/5 | 0 | $0 |
| 15 | sociology.harvard.edu | 2/5 | 0 | $0 |
| 16 | sociology.princeton.edu | 2/5 | 0 | $0 |
| 17 | sociology.nyu.edu | 2/5 | 0 | $0 |
| 18 | sociology.ubc.ca | 2/5 | 0 | $0 |
| 19 | sociology.utexas.edu | 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 →