Your Guide Through SEO Analytics
We track data patterns, measure what changes after algorithm updates, and document what actually moves rankings. This site started in 2017 as a small collection of tests and observations. Since then, we've expanded into structured research reports, real implementation case studies, and practical breakdowns of analytics tools. Everything here is based on direct measurement, not theory.
Recent Research Reports
Why running manual SEO audits catches what automated tools miss every time
Read reportGetting your analytics tracking right from the start matters more than which platform you pick
Read reportConnecting SEO performance to actual revenue instead of just ranking reports
Read reportLatest Case Study
How an SEO Audit Found Students Jane Didn't Know Were Searching
View full case studyHow This Archive Grew
We started with basic click-through rate experiments and keyword position tracking. Over time, the research expanded into structured projects examining specific ranking factors, technical SEO impact measurements, and analytics platform comparisons. The case study section was added in 2019 after multiple readers asked to see complete implementation sequences rather than isolated tests.
The most active development happened between 2021 and 2024, when we documented over forty separate algorithm update responses, built comparison frameworks for major analytics platforms, and created detailed guides for interpreting search console data patterns. Recent additions focus on machine learning impact analysis and automated reporting systems, reflecting where the industry actually moved rather than where we thought it would go.
Where to Go After These Reports
If you found the research reports useful, the case studies section shows how those concepts get applied to real sites with actual traffic numbers and timeline documentation. Each case study includes the initial analytics baseline, implementation steps, measurement approach, and outcome data. You'll see what worked, what didn't change anything, and what created unexpected side effects.
Browse all case studiesWorth Reading Right Now
Why running manual SEO audits catches what automated tools miss every time
Shows the actual data collection methodology we use for ranking factor analysis, including sample size decisions and control group setup.
Read articleHow an SEO Audit Found Students Jane Didn't Know Were Searching
Documents a complete site migration with week-by-week traffic patterns, ranking shifts, and the specific technical issues that caused temporary drops.
Read articleConnecting SEO performance to actual revenue instead of just ranking reports
Breaks down how we interpret search console queries to identify actual user intent patterns rather than just keyword volume.
Read articleStart With Fundamentals
If you're new to measurement-focused SEO work, begin with our methodology documentation. It explains how we set up tests, what metrics we track, and why certain approaches produce more reliable data than others. Understanding the measurement framework makes the specific findings much clearer.
View methodology guideSee Applied Examples
After reviewing research findings, check the case studies to see implementation sequences. These show complete projects from initial analytics audit through execution and post-implementation measurement. You'll see the gaps between research conclusions and actual site constraints.
Browse case studies
Meet the Research Team
The site is maintained by a small group of analysts who spend most of their time running tests, measuring results, and documenting what changes in search behavior. We focus on reproducible experiments and transparent methodology rather than broad industry predictions.
Read about our approach