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 | sofi.com | 5/5 | 45 | $1.4K |
| 2 | nerdwallet.com | 5/5 | 27 | $840 |
| 3 | lendingtree.com | 5/5 | 18 | $560 |
| 4 | credible.com | 5/5 | 12 | $385 |
| 5 | bankrate.com | 4/5 | 9 | $280 |
| 6 | citizensbank.com | 4/5 | 7 | $210 |
| 7 | studentloanhero.com | 4/5 | 5 | $154 |
| 8 | upstart.com | 3/5 | 4 | $119 |
| 9 | salliemae.com | 3/5 | 3 | $91 |
| 10 | earnest.com | 2/5 | 2 | $70 |
| 11 | discover.com | 3/5 | 2 | $56 |
| 12 | elfi.com | 2/5 | 1 | $42 |
| 13 | bestegg.com | 2/5 | 1 | $35 |
| 14 | usnews.com | 3/5 | 1 | $28 |
| 15 | collegeavestudentloans.com | 2/5 | 1 | $21 |
| 16 | creditkarma.com | 2/5 | 1 | $17 |
| 17 | laurelroad.com | 2/5 | 0 | $14 |
| 18 | collegeave.com | 2/5 | 0 | $10 |
| 19 | penfed.org | 2/5 | 0 | $8 |
| 20 | chase.com | 2/5 | 0 | $7 |
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 →