Research

Research & Data

Original research on AI search behavior, citation patterns, and brand visibility. Insights from millions of AI-generated responses.

[01]Current Research
Visualization showing AI models giving different brand recommendations
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The Model Divergence Report

Same question, different AI, different answers. How 8 major AI models disagree on which brands to recommend - and what it means for your visibility strategy.

920K+comparisons analyzed
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45,000 reports analyzed
8 AI models compared43.9% average agreement
[02]Current Research
Isometric grid of web pages showing AI crawler visit patterns across a website
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When AI Comes to Your Website

A behavioral analysis of AI crawlers in the wild. 575,788 visits across 84 brands reveal how ChatGPT, Claude, and other AI systems discover and index your content.

575K+crawler visits analyzed
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Query transformation visualization
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How AI Translates Your Questions

An analysis of how AI transforms user prompts into search queries. Only 0.17% exact match rate. 33% complete rewrites.

11,521query pairs analyzed
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Isometric illustration of browser windows being analyzed with a magnifying glass
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Where AI Gets Its Answers

An analysis of citation patterns across 1.3M+ AI responses. Which sources do AI systems trust? Which domains appear most frequently?

60,209domains analyzed
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