JetOctopus vs SEO Log Auditor

JetOctopus has no write-up on Specifiction yet; its figures are above.

SEO Log Auditor analyzes server access logs to show how search bots crawl a site. It accepts nginx and Apache logs and provides seven views: crawl budget, orphan URLs, status waste, stale pages, performance, bot verification, and parameter traps. Reports can break down requests by user agent and highlight bot-to-human ratios, compare bot-accessed URLs with sitemap and internal-link signals, and rank frequently crawled non-200 responses. Other views flag URLs not visited by a major crawler in 30 or more days and surface slow pages by server response time. Bot verification compares declared user agents with known reverse-DNS signatures to help identify Googlebot or Bingbot impersonation. Parameter analysis surfaces URL patterns with high variation, such as session IDs, filters, and sorting. The app runs locally on a laptop without a database or cloud dependency; its maker describes it as having no telemetry or log upload. A repository workflow also describes Grafana/Loki exports in JSON, CSV, or plain text, plus a sitemap URL; direct Loki API streaming is a roadmap item. It uses Python, Streamlit, and Pandas, and is MIT-licensed.