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SEO Analytics Journal

SEO Analytics Insights

Articles, analysis and perspectives on search data — published at melioravexent.com

Crawl Budget and Log File Analysis: A Practical Testing Approach
Technical SEO

Crawl Budget and Log File Analysis: A Practical Testing Approach

Using server log files and Search Console together to diagnose and test crawl budget issues

How to use server log files alongside Google Search Console to spot crawl inefficiencies and test fixes that actually change how Googlebot behaves.

Zanele Khumalo | 2025 06 18 | 7 min read | 676 views | 624 likes
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Internal Link Structure and Crawl Equity: Results From a Controlled Test
Internal Linking

Internal Link Structure and Crawl Equity: Results From a Controlled Test

How a systematic internal link restructure across a content cluster produced measurable crawl and ranking changes

A documented experiment on restructuring internal links across a content cluster, using Search Console and crawl data to measure the effect on page authority distribution.

Liesl van der Berg | 2025 11 25 | 7 min read | 972 views | 697 likes
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Press Releases

SEO Is Not a Technical Skill Reserved for Younger People

A common assumption among older adults running websites is that search engine optimization requires coding knowledge or a marketing background. This press release challenges that directly.

Thandi Nxumalo 12/11/2025 126 views 223 likes

Social Media Is Not the Only Way to Get People to Your Website

Plenty of website owners over 60 feel left behind because they are not active on Instagram or TikTok. The reality is that social media is just one of several traffic sources, and often not the most reliable one.

Pieter Volschenk 08/13/2025 346 views 639 likes

A Slow Website Is Not Always the Older Person's Fault

Page speed is often blamed on outdated website designs, which leads many older adults to assume they need expensive rebuilds. The real culprits are usually simpler and cheaper to fix.

Roshni Pillay 05/01/2025 216 views 669 likes
SEO

About this publication

Melioravexent covers SEO analytics from the perspective of practitioners who work with real search data day to day. The focus is on what the numbers actually tell you — not what you hope they mean. Articles here deal with measurement methodology, attribution logic, crawl behaviour, and the kind of ranking signal analysis that takes more than a weekend to understand properly.

The site has been publishing since 2020, and the archive reflects how significantly the measurement landscape has shifted in that time. Third-party cookie deprecation, GA4 migration, Search Console sampling thresholds, and the fragmentation of rank tracking across device and location have all created genuine analytical challenges that deserve careful, detailed treatment. That is what this publication attempts to provide.

SEO analytics team working with search data and performance metrics

New articles, when they are ready

No weekly digest format, no filler content to hit a publishing schedule. Articles go out when they have something specific to say. Leave your email address and we will send you a note when something new is published at melioravexent.com.