Education ranking
Best and worst sites for AI agents to education / find admissions info.
Ranked from recent CrawlDex observations. Last verified Jul 8, 2026. Based on 70 observations.
Publication status
Search-ready- 20
- ranked websites
- 87
- best AES
- 0
- hardest AES
- 21%
- board handoff share
Search indexing requires at least eight recent qualifying rows. This page still serves the full table for agents and humans when the count is lower.
Ranked table
All ranked sites for agents trying to education / find admissions info
Outcome signal is shown on the same 0-100 scale as the public AES board until split outcome rates are exposed by the board feed.
| Rank | Site | AES | Outcome signal | Top blocker | Last verified |
|---|---|---|---|---|---|
| 1 | Osu osu.edu | 87 | 87% | public url verified | Jul 8, 2026 |
| 2 | Berkeley berkeley.edu | 83 | 83% | public url verified | Jul 8, 2026 |
| 3 | Harvard harvard.edu | 83 | 83% | public url verified | Jul 8, 2026 |
| 4 | Stanford stanford.edu | 83 | 83% | public url verified | Jul 8, 2026 |
| 5 | Utexas utexas.edu | 83 | 83% | public url verified | Jul 8, 2026 |
| 6 | Cam Ac cam.ac.uk | 82 | 82% | public url verified | Jul 8, 2026 |
| 7 | Cornell cornell.edu | 82 | 82% | public url verified | Jul 8, 2026 |
| 8 | Illinois illinois.edu | 82 | 82% | public url verified | Jul 8, 2026 |
| 9 | Nyu nyu.edu | 82 | 82% | public url verified | Jul 8, 2026 |
| 10 | Psu psu.edu | 82 | 82% | public url verified | Jul 8, 2026 |
| 11 | Ucla ucla.edu | 82 | 82% | public url verified | Jul 8, 2026 |
| 12 | Ufl ufl.edu | 82 | 82% | public url verified | Jul 8, 2026 |
| 13 | Usc usc.edu | 82 | 82% | public url verified | Jul 8, 2026 |
| 14 | Washington washington.edu | 82 | 82% | public url verified | Jul 8, 2026 |
| 15 | Wisc wisc.edu | 82 | 82% | public url verified | Jul 8, 2026 |
| 16 | Yale yale.edu | 82 | 82% | public url verified | Jul 8, 2026 |
| 17 | Princeton princeton.edu | 80 | 80% | public url verified | Jul 8, 2026 |
| 18 | Columbia columbia.edu | 0 | 0% | public url verified | Jun 27, 2026 |
| 19 | Ox Ac ox.ac.uk | 0 | 0% | public url verified | Jun 27, 2026 |
| 20 | Umich umich.edu | 0 | 0% | bot detection blocks | Jun 9, 2026 |
Worst-of section
The hardest education sites for AI agents
AES 0
Umich
Top blocker: bot detection blocks. Last verified Jun 9, 2026. Low confidence, 1 observations.
AES 0
Ox Ac
Top blocker: public url verified. Last verified Jun 27, 2026. Low confidence, 1 observations.
AES 0
Columbia
Top blocker: public url verified. Last verified Jun 27, 2026. Low confidence, 1 observations.
AES 80
Princeton
Top blocker: public url verified. Last verified Jul 8, 2026. Low confidence, 3 observations.
AES 82
Yale
Top blocker: public url verified. Last verified Jul 8, 2026. Medium confidence, 4 observations.
AES 82
Wisc
Top blocker: public url verified. Last verified Jul 8, 2026. Medium confidence, 4 observations.
AES 82
Washington
Top blocker: public url verified. Last verified Jul 8, 2026. Medium confidence, 4 observations.
AES 82
Usc
Top blocker: public url verified. Last verified Jul 8, 2026. Medium confidence, 4 observations.