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.
The 5 times we asked ChatGPT this, each answer 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.
Rankings for this prompt were last re-checked in Aug 2026. We re-run higher-demand prompts more often.
| Rank | Website | Est. visits / mo |
|---|---|---|
| 1 | finishing.com brand | 25 |
| 2 | metalfinishing.com | 15 |
| 3 | finishing.org brand | 10 |
| 4 | pfonline.com | 7 |
| 5 | metalfinishingnews.com | 5 |
| 6 | surfacefinishing.com | 4 |
| 7 | thomasnet.com | 3 |
| 8 | nace.org | 2 |
| 9 | jobshop.com | 2 |
| 10 | thefabricator.com | 1 |
| 11 | surtech.com | 1 |
| 12 | finishingandcoating.com | 1 |
| 13 | atotech.com | 1 |
| 14 | industrialfinishing.com | 0 |
| 15 | ionbond.com | 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 →