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Crawler.sh

Local AEO & SEO Spider and a Markdown content extractor

2026-03-02

Product Introduction

  1. Definition: Crawler.sh is a local-first, terminal/desktop-based web crawler and technical SEO analysis tool designed for extracting site data, auditing SEO health, and exporting structured content. It operates as a CLI tool and native desktop application.
  2. Core Value Proposition: It enables rapid, privacy-focused website crawling without cloud dependencies, solving critical needs for SEO professionals and developers requiring real-time, offline-capable site audits and content extraction.

Main Features

  1. Blazing-Fast Site Crawling:
    Uses configurable concurrency (parallel requests) and adjustable polite delays between requests to crawl thousands of pages per minute. Operates entirely locally via HTTP/HTTPS protocols, avoiding third-party servers. Supports domain-specific depth limits and robots.txt compliance.
  2. Automated SEO Analysis Engine:
    Runs 16 automated checks per page, including duplicate meta descriptions, missing titles, noindex directives, thin content, long URLs, and HTTP status errors. Algorithms detect patterns in real-time during crawls, with results exportable as CSV or TXT reports.
  3. Content Extraction to Markdown:
    Extracts primary article content using readability algorithms, converting HTML to clean Markdown with preserved structure. Automatically includes metadata like word count, author byline, and excerpts.
  4. Multi-Format Export Capabilities:
    Exports crawl data as NDJSON (streaming), JSON arrays, W3C-compliant Sitemap XML, or CSV. SEO reports use CSV/TXT formats, while content archives default to Markdown.

Problems Solved

  1. Pain Point: Eliminates slow, cloud-dependent crawlers that compromise data privacy and speed. Solves inaccurate SEO audits from manual tools and inefficient content migration workflows.
  2. Target Audience:
    • Technical SEO specialists needing deep site audits.
    • Content managers archiving/migrating website data.
    • Developers automating site monitoring via CLI.
    • Marketing teams generating sitemaps or tracking broken links.
  3. Use Cases:
    • Scheduled daily crawls to detect broken links before users do.
    • Extracting article collections for AI training datasets.
    • Auditing enterprise sites for Google E-E-A-T compliance gaps.

Unique Advantages

  1. Differentiation: Outperforms cloud tools like Screaming Frog (local processing) and ParseHub (speed) by combining CLI efficiency with a desktop visual dashboard. Unlike SaaS alternatives, it guarantees zero data leakage.
  2. Key Innovation: Local-first architecture with NDJSON streaming enables real-time analysis during crawls. The unified Markdown extraction and SEO engine reduces multi-tool workflows.

Frequently Asked Questions (FAQ)

  1. Does Crawler.sh work for large enterprise websites?
    Yes, its configurable concurrency and local processing handle sites with 10,000+ pages efficiently, unlike browser-based crawlers.
  2. Can I automate Crawler.sh for daily SEO reports?
    Absolutely. The CLI tool integrates into cron jobs or CI/CD pipelines, exporting CSV reports automatically.
  3. How accurate is the Markdown content extraction?
    It uses advanced readability algorithms to remove boilerplate, achieving ~95% accuracy for article-focused content.
  4. Is Crawler.sh compliant with GDPR and data privacy laws?
    Yes. As a local-first tool, it never transmits data to external servers, ensuring full GDPR compliance.

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