Hamsterdam Research
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Summarizing “Twenty Days Later: A Pre-Registered Test of History-Based Forecasts of Brand Mentions in Gemini Answers”: A Hamsterdam Research Post

Summarizing “Twenty Days Later: A Pre-Registered Test of History-Based Forecasts of Brand Mentions in Gemini Answers”: A Hamsterdam Research Post By Ethan Lazuk Last updated: Welcome to another edition of Hamsterdam Research! 🐹 This is where we look at recent AI research papers to learn what they’re talking about and explore their hypothetical implications for…
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Summarizing “Understanding ChatGPT Citations: Evidence from Production Web Search Across Model Generations”: A Hamsterdam Research Post

Summarizing “Understanding ChatGPT Citations: Evidence from Production Web Search Across Model Generations”: A Hamsterdam Research Post By Ethan Lazuk Last updated: Welcome to another edition of Hamsterdam Research! 🐹 This is where we look at recent AI research papers to learn what they’re talking about and explore their hypothetical implications for the future of search…
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Summarizing “Learning Multi-Step Query Rewriting via Corpus Feedback for Conversational Search”: A Hamsterdam Research Post

Summarizing “Learning Multi-Step Query Rewriting via Corpus Feedback for Conversational Search”: A Hamsterdam Research Post By Ethan Lazuk Last updated: Welcome to another edition of Hamsterdam Research! 🐹 This is where we look at recent AI research papers to learn what they’re talking about and explore their hypothetical implications for the future of search and…
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Summarizing “Does Document Structure Help Dense Retrieval? A Placebo-Controlled Ablation of Four Mechanisms Across Two Corpora”: A Hamsterdam Research Post

Summarizing “Does Document Structure Help Dense Retrieval? A Placebo-Controlled Ablation of Four Mechanisms Across Two Corpora”: A Hamsterdam Research Post By Ethan Lazuk Last updated: Welcome to another edition of Hamsterdam Research! 🐹 This is where we look at recent AI research papers to learn what they’re talking about and explore their hypothetical implications for…
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Summarizing “System Attribution in LLM Brand Recommendations: Single Responses Identify the System, Aggregated Brand Profiles Do Not Transfer”: A Hamsterdam Research Post

Summarizing “System Attribution in LLM Brand Recommendations: Single Responses Identify the System, Aggregated Brand Profiles Do Not Transfer”: A Hamsterdam Research Post By Ethan Lazuk Last updated: Welcome to another edition of Hamsterdam Research! 🐹 This is where we look at recent AI research papers to learn what they’re talking about and explore their hypothetical…
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Summarizing “Conversational Capture: A Trajectory-Level Framework for Evaluating Generative Engine Optimization in Multi-turn Human-Agent Interaction”: A Hamsterdam Research Post

Summarizing “Conversational Capture: A Trajectory-Level Framework for Evaluating Generative Engine Optimization in Multi-turn Human-Agent Interaction”: A Hamsterdam Research Post By Ethan Lazuk Last updated: Welcome to another edition of Hamsterdam Research! 🐹 This is where we look at recent AI research papers to learn what they’re talking about and explore their hypothetical implications for the…
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Evaluating “The Fellowship of the Query: Learning Retrieval Actions” for SEO/GEO Insights: A Hamsterdam Research Post

Evaluating “The Fellowship of the Query: Learning Retrieval Actions” for SEO/GEO Insights: A Hamsterdam Research Post By Ethan Lazuk Last updated: Welcome to another edition of Hamsterdam Research! 🐹 This is where we look at recent AI research papers to learn what they’re talking about and explore their hypothetical implications for the future of search…
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Summarizing “Query Implied Generative Engine Optimization”: A Hamsterdam Research Post

Summarizing “Query Implied Generative Engine Optimization”: A Hamsterdam Research Post By Ethan Lazuk Last updated: Welcome to another edition of Hamsterdam Research! 🐹 This is where we look at recent AI research papers to learn what they’re talking about and explore their hypothetical implications for the future of search and SEO/GEO strategies. This time, we’ll…
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Reviewing “Evaluating Brand Retrieval and Ranking in Large Language Model Recommendations” for SEO/GEO Insights: A Hamsterdam Research Post

Reviewing “Evaluating Brand Retrieval and Ranking in Large Language Model Recommendations” for SEO/GEO Insights: A Hamsterdam Research Post By Ethan Lazuk Last updated: Welcome to another edition of Hamsterdam Research! 🐹 This is where we look at recent AI research papers to learn what they’re talking about and explore their hypothetical implications for the future…
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Evaluating “Characterizing Web Search by Conversational LLM Agents” for SEO/GEO Insights: A Hamsterdam Research Post

Evaluating “Characterizing Web Search by Conversational LLM Agents” for SEO/GEO Insights: A Hamsterdam Research Post By Ethan Lazuk Last updated: Welcome to another edition of Hamsterdam Research! 🐹 This is where we look at recent AI research papers to learn what they’re talking about and explore their hypothetical implications for the future of search and…
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What Does Your GEO Visibility Score Actually Measure? Why Prompt Selection Matters (Hamsterdam Research)

What Does Your GEO Visibility Score Actually Measure? Why Prompt Selection Matters (Hamsterdam Research) By Ethan Lazuk Last updated: Welcome to another edition of Hamsterdam Research! 🐹 This is where we look at recent AI research papers to learn what they’re talking about and explore their hypothetical implications for the future of search and SEO/GEO…
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Does Language Change What AI Search Considers Authoritative? Lessons From 1,920 AI Overview Queries (Hamsterdam Research)

Does Language Change What AI Search Considers Authoritative? Lessons From 1,920 AI Overview Queries (Hamsterdam Research) By Ethan Lazuk Last updated: Welcome to another edition of Hamsterdam Research! 🐹 This is where we look at recent AI research papers to learn what they’re talking about and explore their hypothetical implications for the future of search…
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How Many Times Should You Ask an AI Assistant the Same Question? Research Into Measuring AI Visibility (Hamsterdam Research)

How Many Times Should You Ask an AI Assistant the Same Question? Research Into Measuring AI Visibility (Hamsterdam Research) By Ethan Lazuk Last updated: Welcome to another edition of Hamsterdam Research! 🐹 This is where we look at recent AI research papers to learn what they’re talking about and explore their hypothetical implications for the…
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Why Relevance Isn’t Enough for AI Search: The Importance of Answerability (Hamsterdam Research)

Why Relevance Isn’t Enough for AI Search: The Importance of Answerability (Hamsterdam Research) By Ethan Lazuk Last updated: Welcome to another edition of Hamsterdam Research! 🐹 This is where we look at recent AI research papers to learn what they’re talking about and explore their hypothetical implications for the future of search and SEO/GEO strategies.…
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Examining New Research, “Less can be More: Relieving RAG Bottlenecks via Evidence Frontloading and Pressure-Adaptive Budgeting,” for SEO/GEO Insights (Hamsterdam Research)

Examining New Research, “Less can be More: Relieving RAG Bottlenecks via Evidence Frontloading and Pressure-Adaptive Budgeting,” for SEO/GEO Insights (Hamsterdam Research) By Ethan Lazuk Last updated: Welcome to another edition of Hamsterdam Research! 🐹 This is where we look at recent AI research papers to learn what they’re talking about and explore their hypothetical implications…
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Examining New Research, “AI in Search Reduces Publisher Referrals Without Improving User Experience: Experimental Evidence,” for SEO/GEO Insights (Hamsterdam Research)

Examining New Research, “AI in Search Reduces Publisher Referrals Without Improving User Experience: Experimental Evidence,” for SEO/GEO Insights (Hamsterdam Research) By Ethan Lazuk Last updated: Welcome to another edition of Hamsterdam Research! 🐹 This is where we look at recent AI research papers to learn what they’re talking about and explore their hypothetical implications for…
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The AI Assistant Is Part of the Search Journey: What New Research, “Role of Personality in Conversational Information Seeking,” Means for SEO/GEO (Hamsterdam Research)

The AI Assistant Is Part of the Search Journey: What New Research, “Role of Personality in Conversational Information Seeking,” Means for SEO/GEO (Hamsterdam Research) By Ethan Lazuk Last updated: Welcome to another edition of Hamsterdam Research! 🐹 This is where we look at recent AI research papers to learn what they’re talking about and explore…
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The Prompt Isn’t Always the Query: What Conversation Context Means for SEO and GEO (Hamsterdam Research)

The Prompt Isn’t Always the Query: What Conversation Context Means for SEO and GEO (Hamsterdam Research) By Ethan Lazuk Last updated: Welcome to another edition of Hamsterdam Research! 🐹 This is where we look at recent AI research papers to learn what they’re talking about and explore their hypothetical implications for the future of search…
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Exploring “GuidedRAG: Semantic Steering of Retrieval-Augmented Generation” and Why SEO/GEO Professionals Should Care (Hamsterdam Research)

Exploring “GuidedRAG: Semantic Steering of Retrieval-Augmented Generation” and Why SEO/GEO Professionals Should Care (Hamsterdam Research) By Ethan Lazuk Last updated: Welcome to a new edition of Hamsterdam Research! 🐹 This is where we look at recent AI research papers to learn just what the heck they’re talking about and explore their hypothetical implications for the…
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Exploring “Scalable In-context Ranking with Generative Models,” a Google Research Paper, & Why SEO/GEO Professionals Should Care (A Hamsterdam Research Post)

Exploring “Scalable In-context Ranking with Generative Models,” a Google Research Paper, & Why SEO/GEO Professionals Should Care (A Hamsterdam Research Post) By Ethan Lazuk Last updated: Welcome to a new edition of Hamsterdam Research! 🐹 If you’re new here, this is where we look at recent AI research papers to learn just what the heck…