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 | warbyparker.com | 5/5 | 4.6K | $6.4K |
| 2 | zennioptical.com | 5/5 | 2.7K | $3.8K |
| 3 | lenscrafters.com | 5/5 | 1.8K | $2.6K |
| 4 | ray-ban.com | 5/5 | 1.3K | $1.8K |
| 5 | framesdirect.com | 5/5 | 915 | $1.3K |
| 6 | eyebuydirect.com | 4/5 | 686 | $960 |
| 7 | sunglasshut.com | 5/5 | 503 | $704 |
| 8 | glassesshop.com | 5/5 | 389 | $544 |
| 9 | oakley.com | 4/5 | 297 | $416 |
| 10 | eyeglasses.com | 3/5 | 229 | $320 |
| 11 | coastal.com | 4/5 | 183 | $256 |
| 12 | specsavers.com | 4/5 | 137 | $192 |
| 13 | firmoo.com | 2/5 | 114 | $160 |
| 14 | persol.com | 2/5 | 92 | $128 |
| 15 | clearly.ca | 2/5 | 69 | $96 |
| 16 | glassesusa.com | 2/5 | 57 | $80 |
| 17 | opticsplanet.com | 2/5 | 46 | $64 |
| 18 | misterspex.com | 4/5 | 34 | $48 |
| 19 | visiondirect.com | 2/5 | 27 | $38 |
| 20 | pearlevision.com | 2/5 | 23 | $32 |
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 →