What problem does it solve? Identifying who actually competes for your keywords in Google is slow and error-prone when done by hand. This Skill automates the discovery of real SEO competitors by querying the SERP for one or more keywords, visiting each top-ranking URL, extracting the registered domain, and ranking competitors by how often they repeat across your keywords. ## Core Features & Use Cases - Deterministic SERP pipeline: Queries SerpApi for the top 5-10 organic results, follows redirects to each final URL, and normalizes hosts to registered domains (eTLD+1) using tldextract. - Repetition analysis: Counts in how many of your keywords each domain appears, flagging domains present in multiple SERPs as critical competitors and sorting by repetition and best position. - Graceful fallback: Works without an API key or Python dependencies by degrading to a fully manual mode (incognito Google search), and optionally enriches results with Ahrefs MCP data. - Use Case: You run an SEO agency in Madrid and want to know who dominates "agencia seo madrid", "consultor seo", and "posicionamiento web". The script returns a prioritized competitor table showing which domains repeat across all three SERPs, ready to feed into a deeper gap analysis. ## Quick Start Ask the assistant to find the SEO competitors ranking for your keyword, for example: "Who are my real SEO competitors for 'agencia seo madrid'?"
