ChatGPT
How ChatGPT surfaces and cites brands in its responses.
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AI Search & Visibility Research
Original research, analysis and practical insights from Webrinko on how AI search systems discover, understand and recommend B2B SaaS brands.
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Featured Research
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AI Search Platforms
Google AI Overviews
Research into Google's AI-generated search results.
Explore Google AI Overviews researchClaude
Anthropic Claude's citation and sourcing behavior.
Explore Claude researchPerplexity
Perplexity AI search patterns and brand visibility tactics.
Explore Perplexity researchGemini
Google Gemini's approach to brand recommendations.
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Research Topics
AI Visibility
Frameworks for measuring and improving AI search presence.
Explore AI VisibilityEntity SEO
Entity-based optimization for the AI era.
Explore Entity SEOKnowledge Graph
How knowledge graphs influence LLM outputs.
Explore Knowledge GraphOriginal Research
Original Webrinko data on AI search trends and behavior.
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How We Conduct Our Research
We use repeatable buyer-query testing, source and citation review, and clear separation between publicly documented platform behavior and Webrinko observations. Findings are date-stamped and intended to support practical AI visibility decisions, not to represent undisclosed ranking formulas.
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