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Data Analysis

Data analysis starts with heavy math that uses code to run thousands of calculations in seconds. This raw work crunches numbers from SEO Tools, Analytics Tracking, and Performance Monitoring systems to find patterns and trends that would take humans hours or days to calculate by hand.

Once the math is done, analysis shifts to understanding what the results mean and how to use them for planning. This means reading KPI Tracking trends, spotting changes in Search Volume patterns, and connecting SERP Analysis shifts to Technical SEO or Content Strategy changes made weeks earlier.

Even users who dislike math should learn to understand what final numbers mean for their SEO strategy. Good data analysis works with Reporting Dashboards to show trends clearly, helping SEO teams make smart choices about Link Building, content priorities, and Competitor Analysis without getting lost in complex calculations.

SEOLinkMap offers a private MCP server that lets users chat with Claude or other LLMs using an AI connection to their own secure raw calculated data. The AI doesn't determine results or analyze data itself, but helps users understand what the numbers mean and apply meaning to stats through normal conversation.

Interactive SEOLinkMap

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How This SEO Knowledge Base Works

The pages in this section are structured as an interconnected knowledge graph, designed to be both comprehensive and easy to navigate:

  • Self-contained - Each page fully explains its concept, with links to background reading
  • Interconnected - Internal links show you how concepts relate and naturally connect
  • Layered depth - Start with broad overviews or dive straight into specific topics
  • Visual navigation - The linkmap above shows how the SEO structure fits together
  • Information-dense - No fluff or filler, just the information you need in as few words as possible

The goal is reference content that respects your time without sacrificing depth.

Recent Articles

Brand & Entity SEO

Brand & Entity SEO helps search engines see your business as a real, trusted entity instead of just keywords.

Algorithmic Penalties

Algorithmic penalties happen when search engines reduce a site's rankings through systems that spot bad patterns.

Penalties and Recovery

Search engines can penalize websites that break their rules or use harmful tactics.

Specialized SEO

Specialized SEO focuses on specific business types and content formats.

Log File Analysis

Log file analysis examines server logs to see how search engine bots crawl your website.

Accessibility Standards

Accessibility standards help websites work for people with disabilities.

Popular Articles

Topical Relevance

Topical relevance measures how well your content matches and sits adjacent to a specific topic.

Backlink Gap Analysis

Backlink gap analysis finds link opportunities by comparing your site's backlinks to those of your competitors.

Semantic Keywords

Semantic keywords are related words that mean the same thing as your main keyword

CTR

CTR measures how often people click on your search result when they see it. You calculate it by dividing clicks by impressions.

Nofollow/Dofollow

Nofollow blocks Link Building value from moving through specific links, though a little may slip through.

Body Content

Body content encompasses the main text and media within web pages that communicates your message to users and search engines.

Other Categories

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