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 | ssa.gov | 5/5 | 2.1K | $2.5K |
| 2 | irs.gov | 5/5 | 1.2K | $1.5K |
| 3 | aarp.org | 5/5 | 823 | $1K |
| 4 | investopedia.com | 4/5 | 566 | $690 |
| 5 | fidelity.com | 5/5 | 412 | $502 |
| 6 | schwab.com | 5/5 | 309 | $376 |
| 7 | vanguard.com | 5/5 | 226 | $276 |
| 8 | nerdwallet.com | 5/5 | 175 | $213 |
| 9 | bankrate.com | 5/5 | 134 | $163 |
| 10 | morningstar.com | 4/5 | 103 | $125 |
| 11 | forbes.com | 4/5 | 82 | $100 |
| 12 | empower.com | 2/5 | 62 | $75 |
| 13 | kiplinger.com | 3/5 | 51 | $62 |
| 14 | thebalance.com | 2/5 | 41 | $50 |
| 15 | retirementliving.com | 3/5 | 31 | $37 |
| 16 | smartasset.com | 3/5 | 26 | $31 |
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 →