Education AI readiness leaderboard.
Across 45 audited Education sites, the median AI-readiness score is 73. Each row is a domain's most recent site-level audit. See what these checks measure.
audited sites
45
median score
73
middle 50%
67-82
top score
88
§ weakest sections
Where Education sites tend to lose AI-readiness points
These are the lowest average audit sections among the audited Education leaderboard population. They are useful starting points for improving crawlability, entity clarity, and answerability.
Structured Data
average 37 · n=45
Content Freshness & Authority
average 51.2 · n=45
Entity Clarity
average 72.4 · n=45
Off Site Presence & Mentions
average 73 · n=45
Content Answerability
average 76.4 · n=45
| # | Domain | Score |
|---|---|---|
| 1 | harvard.edu | 88.0 |
| 2 | coursera.org | 86.0 |
| 3 | creativecommons.org | 86.0 |
| 4 | edx.org | 86.0 |
| 5 | berkeley.edu | 85.0 |
| 6 | hackerrank.com | 85.0 |
| 7 | classlink.com | 84.0 |
| 8 | geeksforgeeks.org | 84.0 |
| 9 | cam.ac.uk | 82.0 |
| 10 | codecademy.com | 82.0 |
| 11 | codewars.com | 82.0 |
| 12 | dictionary.com | 82.0 |
| 13 | oup.com | 82.0 |
| 14 | taim.io | 82.0 |
| 15 | thenai.org | 81.0 |
| 16 | cornell.edu | 77.0 |
| 17 | frontiersin.org | 77.0 |
| 18 | brilliant.org | 76.0 |
| 19 | wiley.com | 76.0 |
| 20 | academia.edu | 75.0 |
| 21 | biblegateway.com | 75.0 |
| 22 | unesco.org | 75.0 |
| 23 | princeton.edu | 73.0 |
| 24 | librivox.org | 72.0 |
| 25 | springer.com | 72.0 |
| 26 | arxiv.org | 71.0 |
| 27 | clever.com | 70.0 |
| 28 | exercism.org | 70.0 |
| 29 | hbr.org | 70.0 |
| 30 | nature.com | 70.0 |
| 31 | nginx.org | 69.0 |
| 32 | mit.edu | 68.0 |
| 33 | sagepub.com | 68.0 |
| 34 | stanford.edu | 67.0 |
| 35 | wikipedia.org | 67.0 |
| 36 | wikimedia.org | 65.0 |
| 37 | archive.org | 63.0 |
| 38 | washington.edu | 63.0 |
| 39 | doi.org | 62.0 |
| 40 | khanacademy.org | 62.0 |
| 41 | duolingo.com | 61.0 |
| 42 | freecodecamp.org | 61.0 |
| 43 | w3schools.com | 61.0 |
| 44 | ieee.org | 58.0 |
| 45 | ted.com | 57.0 |