SEO
experiments

Search theories tested and published openly.

Controlled SEO experiments that challenge assumptions, test common search myths, and are widely referenced across the SEO industry.

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Opinions challenged
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SEOs read our research
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SEOs citing our research
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Hours of research

Experiments

LLM.TXT experiment - Texting AI bots

A methodical test of the LLMs.txt file, and if/how they can be used to influence AI and LLM crawling behaviour.

Negative GEO experiment

Competitor sabotage in AI

A controlled experiment to test if and how negative GEO works in AI in the real world, and how easy it is to manipulate AI models.

Influencing AI

The controlled GEO experiment

A test to uncover if and how large language models can be influenced to include desired content in their responses.

AI vs humans

The SEO content experiment

A controlled experiment to test how the rankings of AI generated content compares to human written content.

The SEO content compression experiment

Analysis of 42,000 webpages to look at content compression and ranking correlations.

Cats vs dogs

Google image relevancy experiment

An ongoing test to gauge Google's use of image text readability in the search results.

404 vs 410

The response code experiment

Google treats 404 and 410 URLs differently, but how differently? We looked at over 350,000 rows of data to find out.

Google image reading experiment

An ongoing test to gauge Google's use of image text readability in the search results.

Experiment recognition and coverage

Rand Fishkin
Sparktoro

Reboot Online performed some wonderful, large-scale, long-term tests of CSS, of text area, of visible text, and of JavaScript hiding across many domains over a long period.
They basically proved to us that what Google says is in fact true, that they are treating hidden text with less weight.

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Videos featuring our experiments

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MOZ

How does Google handle CSS + Javascript "hidden" text?

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Play
Backlinko

On page SEO - 9 actionable techniques that work

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Play
MOZ

When & how to listen to Google's public statements about SEO

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Play
brightonSEO

7 things you didn't know about links (Christoph C. Cemper)

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