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 | steel.org brand | 5/5 | 124 | $159 |
| 2 | thefabricator.com | 5/5 | 74 | $95 |
| 3 | fabtech.org | 4/5 | 50 | $63 |
| 4 | aisc.org | 4/5 | 34 | $43 |
| 5 | americanmachinist.com | 3/5 | 25 | $31 |
| 6 | metalconstructionnews.com | 3/5 | 19 | $23 |
| 7 | steelconstruction.info | 3/5 | 14 | $17 |
| 8 | fabricatingandmetalworking.com | 3/5 | 11 | $13 |
| 9 | metalworkingworldmagazine.com | 2/5 | 8 | $10 |
| 10 | lincolnelectric.com | 3/5 | 6 | $7 |
| 11 | millerwelds.com | 3/5 | 5 | $6 |
| 12 | esab.com | 2/5 | 4 | $4 |
| 13 | weld.com | 2/5 | 3 | $3 |
| 14 | manufacturing.net | 2/5 | 2 | $3 |
| 15 | protolabs.com | 2/5 | 2 | $2 |
| 16 | xometry.com | 2/5 | 2 | $2 |
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 →