Head to head

manhuatop.org vs numpy.org

numpy.org is more readable to AI, 70 against 69 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.

manhuatop.org 69/10069manhuatop.org

Scanned 1 day ago · full report

numpy.org 70/10070numpy.org

Scanned 1 day ago · full report

Where the difference is by dimension

Dimensionmanhuatop.orgnumpy.org
Reach
Whether AI crawlers and answer-engine fetchers are permitted to request the page at all. What h…
24 / 4040 / 40
Readability
Whether a fetcher that does not execute JavaScript receives the actual content, in markup an ex…
16 / 2519 / 25
Structure
Machine-readable markup that states the page's type, entities, canonical URL, and discrete fact…
20 / 206 / 20
Attribution
Signals that let an answer engine name the author, date the content, resolve the publisher, and…
7 / 151 / 15

The measurements side by side

Measurementmanhuatop.orgnumpy.org
Answer engines blocked00
Training crawlers blocked10
Refuses AI agents at the edgeyesno
Words of text without JavaScript6981,038
Structured datayesno
Sitemapyesyes
llms.txtnono

manhuatop.org blocks SemrushBot-OCOB.

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

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