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 | walmart.com | 4/5 | 2.5K | $500 |
| 2 | bettycrocker.com | 5/5 | 1.5K | $300 |
| 3 | allrecipes.com | 4/5 | 1K | $200 |
| 4 | wilton.com | 5/5 | 688 | $137 |
| 5 | tasteofhome.com | 4/5 | 500 | $100 |
| 7 | williams-sonoma.com | 2/5 | 275 | $55 |
| 8 | instacart.com | 3/5 | 213 | $42 |
| 9 | target.com | 2/5 | 163 | $32 |
| 10 | foodnetwork.com | 3/5 | 125 | $25 |
| 11 | weddingwire.com | 2/5 | 100 | $20 |
| 12 | kingarthurbaking.com | 2/5 | 75 | $15 |
| 13 | pillsbury.com | 2/5 | 63 | $12 |
| 14 | marthastewart.com | 2/5 | 50 | $10 |
| 15 | goldbelly.com | 2/5 | 38 | $7 |
| 16 | kraftrecipes.com | 2/5 | 31 | $6 |
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 →