Ross ROSS = Recommend OSS · open-source software intelligence for agents

sethblack/python-seo-analyzer

An SEO tool that analyzes the structure of a site, crawls the site, count words in the body of the site and warns of any technical SEO issues. observed · 2026-08-28

github.com/sethblack/python-seo-analyzer · Python · NOASSERTION (other) observed · 2026-08-28

Health v2 · maintenance only

65/100

  • Activity 94
  • Release rhythm 8
  • Longevity 100

Flags: no_license

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 4996
  • days_rel: 517
  • days_push: 38
  • n_releases_24m: 1

Full methodology

Adoption not part of the score

1475 stars · 347 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A Python-based SEO analyzer that crawls a website, analyzes its structure, counts body words, and reports technical SEO issues, with optional AI-driven content analysis. It is available as a pip package and a Docker image and outputs JSON or HTML reports.

Use cases

  • audit a website for technical SEO issues
  • crawl a site and analyze its page structure
  • count words in page bodies across a site
  • generate an SEO report in JSON or HTML
  • check how well content performs in AI search engines
  • analyze a site against a sitemap

When to choose

  • you want a quick, scriptable SEO audit of a small-to-medium site
  • you prefer a pip-installable or Docker-based tool with JSON output
  • you want AI-assisted evaluation of content quality signals
  • you work in Python and want to integrate SEO checks into a pipeline

When to avoid

  • you need to crawl very large sites at high speed (the author recommends Black SEO Analyzer for that)
  • you need a GUI-based SEO suite with backlink or rank tracking
  • you require guaranteed long-term support (the license is non-standard)

Facets

cli-tool · maturity active

web-scraping search-engine analytics nlp cli web-development analytics developer-tools python cli cross-platform seo-audit site-crawler technical-seo geo-analysis ai-search-optimization word-count seo docker

1 source

Member repositories

RepositoryRoleHealth v2
sethblack/python-seo-analyzermain65

For agents

markdown · JSON · MCP: product_card(name="sethblack/python-seo-analyzer")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem