A developer has created a method to find competitor backlinks using Claude Code, an AI assistant. This process automates the tedious task of searching for websites that link to competitors but not to one's own site. The system leverages an open-source tool called crawlgraph-mcp, which accesses public webgraph data to identify and rank potential outreach targets, even drafting initial email outreach messages. AI
IMPACT Streamlines SEO workflows by automating backlink prospecting and outreach email drafting.
RANK_REASON This is a guide on how to use an existing AI model (Claude Code) with a specific tool (crawlgraph-mcp) to achieve a particular task (backlink analysis), rather than a release of a new model or significant product.
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