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 | python.org brand | 5/5 | 1.7K | $386 |
| 2 | w3schools.com | 5/5 | 1K | $232 |
| 3 | programiz.com | 5/5 | 673 | $154 |
| 4 | geeksforgeeks.org | 5/5 | 463 | $106 |
| 5 | realpython.com | 5/5 | 337 | $77 |
| 6 | tutorialspoint.com | 5/5 | 252 | $58 |
| 7 | coursera.org | 4/5 | 185 | $42 |
| 8 | codecademy.com | 5/5 | 143 | $32 |
| 9 | edx.org | 4/5 | 109 | $25 |
| 10 | stackoverflow.com | 5/5 | 84 | $19 |
| 11 | kaggle.com | 5/5 | 67 | $15 |
| 12 | datacamp.com | 5/5 | 50 | $11 |
| 13 | learnpython.org | 5/5 | 42 | $9 |
| 14 | freecodecamp.org | 4/5 | 34 | $7 |
| 15 | pythonforbeginners.com | 2/5 | 25 | $5 |
| 16 | github.com | 3/5 | 21 | $4 |
| 17 | sololearn.com | 4/5 | 17 | $3 |
| 18 | replit.com | 2/5 | 13 | $2 |
| 19 | docs.python.org brand | 2/5 | 10 | $2 |
| 20 | hackerrank.com | 2/5 | 8 | $1 |
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 →