Head to head

scikit-learn.org vs redmine.org

redmine.org is more readable to AI, 69 against 54 out of 100. Both were measured with the same audit: robots.txt policy for 48 AI agents, live requests under four crawler user agents, and a JavaScript-free read of the homepage.

scikit-learn.org 54/10054scikit-learn.org

Scanned 14 hours ago · full report

redmine.org 69/10069redmine.org

Scanned 14 hours ago · full report

Where the difference is by dimension

Dimensionscikit-learn.orgredmine.org
Reach
Whether AI crawlers and answer-engine fetchers are permitted to request the page at all. What h…
39 / 4040 / 40
Readability
Whether a fetcher that does not execute JavaScript receives the actual content, in markup an ex…
4 / 2520 / 25
Structure
Machine-readable markup that states the page's type, entities, canonical URL, and discrete fact…
6 / 204 / 20
Attribution
Signals that let an answer engine name the author, date the content, resolve the publisher, and…
4 / 151 / 15

The measurements side by side

Measurementscikit-learn.orgredmine.org
Answer engines blocked00
Training crawlers blocked00
Refuses AI agents at the edgenono
Words of text without JavaScript8578
Structured datanono
Sitemapnono
llms.txtnono

scikit-learn.org blocks no tracked AI crawler in robots.txt.

redmine.org blocks no tracked AI crawler in robots.txt.

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