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 | aacc.nche.edu | 5/5 | 413 | $1.9K |
| 2 | communitycollegereview.com | 5/5 | 248 | $1.1K |
| 3 | ed.gov | 5/5 | 165 | $744 |
| 4 | acenet.edu | 3/5 | 113 | $511 |
| 5 | communitycolleges.org | 2/5 | 83 | $372 |
| 6 | collegeboard.org | 3/5 | 62 | $279 |
| 7 | nces.ed.gov | 2/5 | 45 | $204 |
| 8 | ccc.edu | 2/5 | 35 | $158 |
| 9 | cccco.edu | 2/5 | 27 | $120 |
| 10 | suny.edu | 3/5 | 21 | $93 |
| 11 | cuny.edu | 2/5 | 17 | $74 |
| 12 | communitycollegereview.org | 2/5 | 12 | $55 |
| 13 | communitycollegecentral.com | 2/5 | 10 | $46 |
| 14 | gcccd.edu | 2/5 | 8 | $37 |
| 15 | communitycolleges.com | 2/5 | 6 | $27 |
| 16 | nj.gov | 2/5 | 5 | $23 |
| 17 | montgomerycollege.edu | 2/5 | 4 | $18 |
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 →