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cygnix-seo

cygnix-seo

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      Enables semantic keyword clustering, search intent classification, cannibalization detection, and topical authority mapping for SEO workflows.
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      Enables natural language analysis of Google Search Console data through Claude, with pre-built tools for quick wins, cannibalization detection, content decay, and more.
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      Enables querying Google Search Console and Google Analytics 4 through natural language, with tools for SEO analysis like anomaly detection, cannibalization detection, and opportunity scoring.
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      Advanced content gap analysis using Query Decomposition and Keyword Fan-Out (Google's patented methodology). Tells you exactly what user queries your content covers - and what it misses. Built on academic research because I needed to understand how AI search engines actually evaluate content.
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    TDQS

    B3.4/5.0

    Scored across 5 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose: clustering keywords, classifying intent, finding cannibalization, checking title/meta tags, and generating a content brief. cluster_keywords and classify_search_intent both take keyword lists but perform clearly different transformations, so boundaries are easy to draw.

    Naming Consistency4/5

    Nearly all tools use a consistent snake_case verb_noun pattern (cluster_keywords, classify_search_intent, find_keyword_cannibalization, check_title_meta). content_brief_outline breaks the verb-first pattern by using noun_noun, a minor deviation but still readable and predictable overall.

    Tool Count5/5

    Five tools is well-scoped for a focused keyword/content SEO toolkit, and each one earns its place in the workflow. No redundancy or filler tools.

    Completeness4/5

    The surface covers a coherent pipeline: keyword clustering, intent classification, cannibalization detection, content briefs, and on-page title/meta checks. Minor gaps exist (no rank/serp tracking or backlink/site-audit capabilities), but core keyword-and-content workflows are covered end to end.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues