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 | 1.4K | $192 |
| 2 | upstart.com | 5/5 | 825 | $115 |
| 3 | lendup.com | 4/5 | 550 | $77 |
| 4 | moneylion.com | 5/5 | 378 | $52 |
| 5 | avant.com | 4/5 | 275 | $38 |
| 6 | possiblefinance.com | 5/5 | 206 | $28 |
| 7 | opploans.com | 4/5 | 151 | $21 |
| 8 | earnin.com | 3/5 | 117 | $16 |
| 9 | dave.com | 3/5 | 89 | $12 |
| 10 | prosper.com | 2/5 | 69 | $9 |
| 11 | varo.com | 2/5 | 55 | $7 |
| 12 | lendingtree.com | 2/5 | 41 | $5 |
| 13 | brigit.com | 3/5 | 34 | $4 |
| 14 | cashnetusa.com | 3/5 | 28 | $3 |
| 15 | cleo.ai | 2/5 | 21 | $2 |
| 16 | upgrade.com | 3/5 | 17 | $2 |
| 17 | bankrate.com | 2/5 | 14 | $1 |
| 18 | nerdwallet.com | 2/5 | 10 | $1 |
| 19 | chime.com | 2/5 | 8 | $1 |
| 20 | klover.com | 2/5 | 7 | $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 →