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 | gov.uk | 5/5 | 1.4K | $1.2K |
| 2 | ucas.com | 5/5 | 825 | $701 |
| 3 | gov.scot | 3/5 | 550 | $467 |
| 4 | citizensadvice.org.uk | 4/5 | 378 | $321 |
| 5 | moneyhelper.org.uk | 4/5 | 275 | $233 |
| 6 | turn2us.org.uk | 3/5 | 206 | $175 |
| 7 | nidirect.gov.uk | 3/5 | 151 | $128 |
| 8 | studentaid.gov | 3/5 | 117 | $99 |
| 9 | sallie.com | 2/5 | 89 | $75 |
| 10 | studentloanplanner.com | 2/5 | 69 | $58 |
| 11 | moneysavingexpert.com | 3/5 | 55 | $46 |
| 12 | canada.ca | 2/5 | 41 | $35 |
| 13 | fafsa.gov | 2/5 | 34 | $29 |
| 14 | studentloans.gov | 2/5 | 28 | $23 |
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 →