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 | owenscorning.com | 5/5 | 753 | $2.1K |
| 2 | gaf.com | 5/5 | 452 | $1.2K |
| 3 | certainteed.com | 5/5 | 301 | $821 |
| 4 | roofing.com brand | 4/5 | 207 | $564 |
| 5 | roofingcontractor.com | 4/5 | 151 | $410 |
| 6 | tamko.com | 5/5 | 113 | $308 |
| 7 | malarkeyroofing.com | 4/5 | 83 | $225 |
| 8 | thisoldhouse.com | 5/5 | 64 | $174 |
| 9 | roofingcalculator.com | 3/5 | 49 | $133 |
| 10 | homeadvisor.com | 4/5 | 38 | $102 |
| 11 | roofing.org brand | 2/5 | 30 | $82 |
| 12 | atlasroofing.com | 3/5 | 23 | $61 |
| 13 | angi.com | 4/5 | 19 | $51 |
| 14 | bobvila.com | 5/5 | 15 | $41 |
| 15 | lowes.com | 3/5 | 11 | $30 |
| 16 | homedepot.com | 3/5 | 9 | $25 |
| 17 | rooferscoffeeshop.com | 2/5 | 8 | $20 |
| 18 | iko.com | 2/5 | 6 | $15 |
| 19 | roofingmagazine.com | 2/5 | 5 | $12 |
| 20 | forbes.com | 3/5 | 4 | $10 |
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 →