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What are the best AI Search Experiments for 2026?

9 cards
Here you can find all the AI Search Experiments and GEO Learnings the team at OtterlyAI tested. What we learned. What works, what doesn't.

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Schema Markup's Real Impact on AI Search

Explore Schema Markup's real impact on AI Search Platforms like ChatGPT, Perplexity, Google AI Overviews & AI Mode. This page delves into how schema markup influences search outcomes and enhances AI-driven search experiences.

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HTML vs Markdown: What Impacts AI?

HTML vs Markdown: which format is better for AI Search Engines? Dive into our GEO experiment revealing surprising results about AI visibility.

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Black Hat GEO Experiment: Hidden Text | OtterlyAI

Uncover the findings from OtterlyAI's Black Hat GEO Experiment that tests hidden text on AI search platforms. A test for educational purposes.

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GEO Experimentation Sheet Download

Download OtterlyAI's GEO Experiment Sheet. A complete overview of all tested AI Search experiments and case studies done by our research team.

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GEO Experiment: #7 in ChatGPT in 14 Days | OtterlyAI

Explore the results of the OtterlyAI GEO experiment to see how off-page authority impacts AI Search visibility for new brands. This study highlights the effectiveness of strategic SEO practices over a two-week period.

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The YouTube Citation Study 2026

Uncover the findings of YouTube citation research that reveal its role in AI search responses and visibility trends. This study provides insights into how YouTube citations influence content discoverability and engagement in the digital landscape.

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AI vs Human Content: The 40x Performance Difference

This page explores the results of a test comparing AI-generated content to human-written content, revealing that the AI page outperformed by 40 times in ChatGPT citations. It provides insights into what makes content citable for AI search, backed by data and analysis.

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How to Optimize Content for AI Search

Learn how to optimize your content for ChatGPT, Google AI Overviews, and Perplexity. This guide presents a 7-step GEO framework backed by data from the Princeton study and insights from OtterlyAI.

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llms.txt and AI Visibility: Results from OtterlyAI's GEO Study

Does llms.txt improve AI search visibility? OtterlyAI analyzed 62.1K AI bot visits over 90 days to uncover its impact on GEO & AI visibility.