Quick read
How to read pydata.org quickly
pydata.org looks like an uncategorized property. Traffic estimates are limited, so use the trust and structure modules first. Current AI trust scoring is 48/100.
What to do next
- The stack appears to include WordPress.
- Open the Traffic tab if you need audience scale and geography before outreach.
- Open the Business tab if trust, monetization, or positioning is your first decision filter.
Provider Completeness
25/62 fields populated (40%)
1 health alerts11 providers
Providers with missing fields
meta: 2/3ads: 0/5publisher: 2/5files: 2/3traffic: 0/16radar: 0/4ai: 0/7
Provider health alerts
traffic: TRAFFIC_NO_DATA
View field-level status
visual: 4/4
All expected fields present
meta: 2/3
Missing: description
seo: 5/5
All expected fields present
dns: 4/4
Why this module matters
Use the SEO tab as a quality and discoverability check
These metrics help you decide whether a site is structured clearly enough for search and users. Strong heading, linking, and technical file patterns usually indicate better discoverability.
- Check heading counts to spot thin or messy structure.
- Review robots and sitemap presence before treating a site as search-mature.
- Use taxonomy and AI notes to understand topical fit.
Heading Structure
H1 Tags1
H2 Tags1
Images16
Link Analysis
Internal Links3
External Links77
Link Ratio4% internal
Technical Files Checklist
robots.txt
File found and accessible
sitemap.xml
Sitemap found and valid
Single H1 Tag
Page has exactly one H1
Meta Description
Missing meta description
Keep exploring
Keep exploring from this report
Browse the related category, topic, or technology path, open alternatives, or move into comparison when you have a second domain.
Related technology
Browse Wordpress websites
Pivot from one domain into a stack-based discovery path.
Technology pages help you compare implementation patterns across similar sites.
Alternatives
Open pydata.org alternatives
Review similar domains ranked by category, audience, technology overlap, and match reasons.
Use alternatives when this report is the start of a shortlist.
Comparison
Compare similar domains
Choose an alternative and move into a side-by-side comparison from the alternatives path.
Use compare pages once you have two candidate domains.