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SEO Experiments

Technical SEO Lab

Practical SEO experiments, AI workflows, and useful tools.

SEO Experiments is a working lab for field-tested technical SEO learnings, search experiments, and tools that make implementation easier.

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Experiments

Technical SEO, AI search behavior, schema, and content systems.

Guides

Hands-on walkthroughs designed for implementation instead of theory.

Tools

Small utilities that solve practical workflow problems.

Recent work

Fresh experiments and implementation guides

The site works best when content, tools, and experiments reinforce each other. These are the newest pieces shaping that system.

April 06, 2026 min read
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Tool hub

Utilities built for real workflows

SEO Experiments should feel like a lab, not just a blog. These tools are the most tangible part of that promise.

Keyword research

Free Keyword Tool

A practical keyword research workflow with real data inputs for fast exploration and prioritization.

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Technical cleanup

Redirect Tool

Built to speed up redirect planning and reduce friction when URL migrations or cleanup work get messy.

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LinkedIn formatting

LinkedIn Text Formatter

A quick utility for cleaner, more readable post formatting when social publishing should not eat your time.

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On-page analysis

WDF*IDF Analyzer

A more advanced content analysis workflow for topical coverage, term usage, and SERP-inspired comparison work.

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Review intelligence

New

Review Analyzer

Extract Trustpilot reviews and surface recurring themes, issues and sentiment patterns without manual reading through hundreds of entries.

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About the project

SEO Experiments is meant to document what actually happens in the field.

The site sits between a technical SEO notebook, a guide library, and a tool collection. That combination is the real asset: experiments prove ideas, guides explain them, and tools make them reusable.

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Current focus

The strongest work on the site tends to sit where technical execution, search behavior, and practical tooling overlap.

Technical SEO AI search Schema Search workflows Content systems Tooling