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SEO Log File Analyzer vs SEO Skill Server Log Analyzer

Both stand on seo log file analysis tools. Which one you can start free with, which one lets you read the code, and what each costs once you pay.

SEO Log File Analyzer

Free plan Self-hostedWeb

SEO Log File Analyzer offers detailed crawl-log analysis and comparison features in a free, open-source local app. Running it requires a Python setup, and some optional checks depend on network access.

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SEO Skill Server Log Analyzer

Free plan LinuxMacSelf-hosted+2

Choose SEO Skill Server Log Analyzer when you have supported access logs and want grouped crawler activity without sending raw logs to a server, as described by the maker. The terminal workflow adds options for repeatable analysis and structured output. Look elsewhere if you need exports containing individual raw requests or full user-agent strings.

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The facts

SEO Log File AnalyzerSEO Skill Server Log Analyzer
Free planYesYes
Open sourceNot publishedNot published
Runs onSelf-hosted, WebLinux, Mac, Self-hosted, Web, Windows
Lowest paid planNot publishedNot published
Plans publishedNoneNone
MakerNot publishedNot published
Websitegithub.comseoskill.dev
On seo log file analysis tools#17 of 27#13 of 27

SEO Log File Analyzer: what it does well

  • Reports crawl, response-code, bandwidth, and IP metrics.
  • Classifies AI crawlers by vendor and purpose.
  • Compares bot footprints and date ranges.
  • Supports several log formats and custom regex.

What to know first

  • Requires cloning the repository and installing Python requirements.
  • Optional verification and geolocation make network requests.
  • Network-enabled options run more slowly.

SEO Skill Server Log Analyzer: what it does well

  • Free browser-based analysis of supported server access logs.
  • Processes raw logs in the browser without uploading them, according to the maker.
  • Groups crawler activity by family, URL path, and HTTP status.
  • Exports crawler summaries, paths, errors, and status codes as CSV.
  • The parser can return JSON or a selected CSV table from the terminal.

What to know first

  • Input files are limited to 250 MB.
  • CSV exports omit raw requests and full user-agent strings.
  • A user-agent match does not establish which company sent the request.
  • Malformed rows or processing limits can produce partial results.

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