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 | 5/5 | 23K | $1.1K |
| 2 | kroger.com | 5/5 | 14K | $685 |
| 3 | target.com | 5/5 | 9.1K | $457 |
| 4 | safeway.com | 5/5 | 6.3K | $314 |
| 5 | aldi.us | 5/5 | 4.6K | $228 |
| 6 | costco.com | 5/5 | 3.4K | $171 |
| 7 | publix.com | 5/5 | 2.5K | $125 |
| 8 | traderjoes.com | 4/5 | 1.9K | $97 |
| 9 | wholefoodsmarket.com | 5/5 | 1.5K | $74 |
| 10 | wegmans.com | 4/5 | 1.1K | $57 |
| 11 | tesco.com | 3/5 | 914 | $45 |
| 12 | sainsburys.co.uk | 3/5 | 686 | $34 |
| 13 | morrisons.com | 3/5 | 571 | $28 |
| 14 | foodlion.com | 3/5 | 457 | $22 |
| 15 | giantfood.com | 3/5 | 343 | $17 |
| 16 | asda.com | 3/5 | 286 | $14 |
| 17 | shoprite.com | 3/5 | 229 | $11 |
| 18 | meijer.com | 2/5 | 171 | $8 |
| 19 | waitrose.com | 3/5 | 137 | $6 |
| 20 | sprouts.com | 2/5 | 114 | $5 |
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 →