How does numpy.org score?

Item: numpy.org
Rating: 67
Author: AvocadoScore

How ready is numpy.org for AI answer engines? We rate its homepage the way ChatGPT, Claude and Perplexity crawlers see it — plus a 12-point SEO check.

Verdict: Almost ripe· SEO readiness is the weakest at 67/100

#15 of 49 in Open source & nonprofits · #530 of 914 overall on the AI Readiness Index

SEO readiness

67/100

AI readiness

75/100

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A homepage-only AI + SEO readiness check (no Core Web Vitals). Run the free scan for the full picture, including performance. Scored from the public homepage by AvocadoScoreBot — how we crawl. Want this scorecard removed? Email hello@avocadoscore.io.