Independent search research
Search Method Journal
Independent analysis of SEO, content, technical search systems, measurement and the methods used to understand them.
Latest analysis
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Why SEO Traffic Changes Are Harder to Diagnose Than They Look
Investigate organic traffic changes by separating tracking, indexing, impressions, position, CTR and demand, while accounting for query mix and competing explanations.
Recent analysis
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What Changes When Search Results Start Answering the Question
Examine how answer-oriented search changes discovery, citations and source visits, and what publishers can measure without inventing an AI ranking formula.
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Why Backlink Metrics Disagree With Each Other
Understand why backlink tools report different link counts and authority scores, and how to compare their indexes, scopes and collection dates.
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How to Map Search Intent to the Right Page Type
Choose a guide, category, product, comparison or tool page by examining the user task and observed search results, rather than keyword wording alone.
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Crawled, Rendered, Indexed: Three Different States of a URL
Distinguish discovery, crawling, rendering and indexing, and diagnose robots.txt, noindex, JavaScript and canonical selection without mixing their roles.
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How to Prioritize SEO Work When Everything Looks Important
A practical way to sequence SEO work using impact, confidence, effort and dependencies, with examples of blockers and measurable outcomes.
Research resources
SEO Research Methods
Assess evidence, design comparisons and state the limits.
Search Diagnostics
Locate the failing stage before choosing the fix.
SEO Metrics Explained
Understand what a number measures—and what it does not.
SEO Glossary
Clear definitions for technical search work.