pypi.org
Ranked #195 of 300 on the Leaderboard. Analyzed .
Index Quotient
70.28
Technical Health
86.85Whether search engines can fetch, trust, and quickly load the site.
Strengths
- SpeedStrong
Pages load quickly, and the server answers fast.
- Secure connectionStrong
Every visit is encrypted, and the headers that keep it that way are in place.
- Safe to visitStrong
Nothing marks this site as unsafe to visit.
Opportunities
- CrawlabilityPartial
Crawlers can get in, but not everything helps them along: a complete sitemap, working links and pages that are allowed into the index are what to check.
- URL and canonical hygienePartial
URLs are mostly in order; what remains is giving every page one settled address and making missing pages answer as missing.
Content Quality
75.14Whether pages say clearly what they are about, in a form machines can read.
Strengths
- HeadingsStrong
Each page has one main heading, with subheadings in a sensible order beneath it.
- FreshnessStrong
Something here was published or updated recently, and the site says when.
- LanguageStrong
The page language is declared and matches what is on the page.
Opportunities
- Depth and readabilityPartial
Pages have substance, but many stop short, drift from their titles, or read harder than they need to.
- Titles and descriptionsPartial
Titles are mostly in place; descriptions and link previews are patchier, and each page wants ones of its own.
- Images and linksPartial
Pages link to one another, though some images lack a description and some link text says "read more" rather than where it leads.
Answer Readiness
39.95Whether content is shaped and marked up so an engine can lift a direct answer.
Strengths
- Scannable formattingStrong
Pages open with a short summary and use lists and tables, so an engine can lift the facts without reading everything.
Opportunities
- Structured dataMissing
Pages carry no structured data, so nothing tells an engine what each one is; marking up the page type, and the site's name, is the first step here.
- Question-and-answer shapePartial
Some headings are questions with an answer beneath them; more of them, each followed by a short direct answer, is what an answer engine lifts.
- Navigation aidsMissing
Pages give no sign of where they sit in the site; a breadcrumb trail on interior pages, in text and in markup, is the fix.
AI Visibility
64.80Whether AI systems can reach, read, and confidently identify the site.
Strengths
- AI accessStrong
AI crawlers are allowed in, and pages may be quoted in AI answers.
Opportunities
- IdentityWeak
Little here says who is behind the site, in the markup or on the pages themselves.
- Readable without JavaScriptPartial
Most content is readable without running scripts, but some pages arrive thin, or the content is not clearly marked out from the furniture around it.
- FeedsPartial
Either a feed or sitemap dates are in place, not both; machines that watch for new content want both.
Authority
84.66Whether the wider web vouches for the site.
Strengths
- BacklinksStrong
Plenty of other sites link here, including ones that matter.
- TrafficStrong
The site has a large audience.
- Domain historyStrong
The domain has a long history, and history counts.
Opportunities
Nothing here to work on. The points left are the ones only the web's largest sites earn.
Nearby on the Leaderboard
- #194
goodreads.com70.29
- #195
pypi.org70.28
- #196
middlebury.edu70.17
Scores reflect what IndexBot could read from pypi.org's available pages on .