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 |
|---|---|---|---|---|
| 3 | fao.org | 5/5 | 368 | $187 |
| 4 | nationalgeographic.com | 4/5 | 253 | $129 |
| 5 | worldcocoafoundation.org | 4/5 | 184 | $93 |
| 6 | mars.com | 5/5 | 138 | $70 |
| 7 | cargill.com | 4/5 | 101 | $51 |
| 8 | cocoa.org brand | 3/5 | 78 | $39 |
| 9 | nestle.com | 4/5 | 60 | $30 |
| 10 | fairtrade.net | 3/5 | 46 | $23 |
| 11 | hersheyland.com | 2/5 | 37 | $18 |
| 12 | ofi.com | 2/5 | 28 | $14 |
| 13 | icco.org | 2/5 | 23 | $11 |
| 14 | mondelezinternational.com | 2/5 | 18 | $9 |
| 15 | valrhona.com | 2/5 | 14 | $7 |
| 16 | guittard.com | 2/5 | 12 | $5 |
| 17 | dandelionchocolate.com | 2/5 | 9 | $4 |
| 18 | barry-callebaut.com | 2/5 | 7 | $3 |
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 →