AI crawler study · Education

Which Education sites block AI crawlers?

4 of 46 Education sites block at least one AI crawler (8.7%). Checked October 2026, 60 sites.

Blocked most often

CrawlerKindSites blocking it
GPTBot
OpenAI
Training 2 of 46
ClaudeBot
Anthropic
Training 2 of 46
PerplexityBot
Perplexity
Search 2 of 46
Google-Extended
Google
AI-use control 2 of 46
Applebot-Extended
Apple
AI-use control 2 of 46
CCBot
Common Crawl
Training 2 of 46
Meta-ExternalAgent
Meta
Training 2 of 46
Bytespider
ByteDance
Training 2 of 46
OAI-SearchBot
OpenAI
Search 1 of 46
ChatGPT-User
OpenAI
User fetcher 1 of 46
Perplexity-User
Perplexity
User fetcher 1 of 46
Amazonbot
Amazon
General 1 of 46
Claude-SearchBot
Anthropic
Search 0 of 46
Claude-User
Anthropic
User fetcher 0 of 46

Every site

SiteBlocksWhich
nottingham.ac.uk12 of 14GPTBot, OAI-SearchBot, ChatGPT-User, ClaudeBot, PerplexityBot, Perplexity-User, Google-Extended, Applebot-Extended, CCBot, Meta-ExternalAgent, Amazonbot, Bytespider
quizlet.com6 of 14GPTBot, ClaudeBot, PerplexityBot, Google-Extended, CCBot, Bytespider
coursera.org1 of 14Meta-ExternalAgent
udacity.com1 of 14Applebot-Extended
bath.ac.uk0 of 14none
berkeley.edu0 of 14none
brilliant.org0 of 14none
bristol.ac.uk0 of 14none
brown.edu0 of 14none
cam.ac.uk0 of 14none
chegg.com0 of 14none
cmu.edu0 of 14none
codecademy.com0 of 14none
columbia.edu0 of 14none
cornell.edu0 of 14none
duke.edu0 of 14none
duolingo.com0 of 14none
edx.org0 of 14none
exeter.ac.uk0 of 14none
futurelearn.com0 of 14none
gatech.edu0 of 14none
gla.ac.uk0 of 14none
harvard.edu0 of 14none
imperial.ac.uk0 of 14none
kcl.ac.uk0 of 14none
lancaster.ac.uk0 of 14none
lse.ac.uk0 of 14none
masterclass.com0 of 14none
mit.edu0 of 14none
northwestern.edu0 of 14none
pluralsight.com0 of 14none
princeton.edu0 of 14none
senecalearning.com0 of 14none
sheffield.ac.uk0 of 14none
southampton.ac.uk0 of 14none
st-andrews.ac.uk0 of 14none
stanford.edu0 of 14none
thenational.academy0 of 14none
uchicago.edu0 of 14none
ucla.edu0 of 14none
umich.edu0 of 14none
upenn.edu0 of 14none
utexas.edu0 of 14none
warwick.ac.uk0 of 14none
yale.edu0 of 14none
york.ac.uk0 of 14none

Left out, because their robots.txt could not be read (bot protection, errors or no answer): bham.ac.uk, caltech.edu, durham.ac.uk, ed.ac.uk, jhu.edu, khanacademy.org, leeds.ac.uk, manchester.ac.uk, nyu.edu, open.ac.uk, ox.ac.uk, skillshare.com, ucl.ac.uk, udemy.com.

From each site's robots.txt rules for the homepage, read as the robots.txt standard (RFC 9309) says. robots.txt is a request, not a lock: this shows what sites ask, not what AI companies do. Sites whose robots.txt we could not read are left out. The list of sites was picked by Kavel and is not a sample of the web. Part of Kavel's AI crawler study, built with AI.

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