05. May 2026

Google Has a Strategy Behind “AI Overviews” – Study Finds Press release: Google Has a Strategy Behind “AI Overviews” – Study Finds

• Researchers analyze 15,000+ Google search results

• Google’s strategic deployment of generative AI in search

• EPoS Economic Research Center at Bonn and Mannheim publishes paper

Bonn, Mannheim, 05.05.2026 – Google’s “AI Overviews” do not appear for all search queries. To 
understand when the platform provides AI-generated summaries, economists have for the first 
time systematically examined the likely underlying strategy. The results suggest that  
“AI Overviews” show up when they best serve Google’s interests to maximize ad revenue per user. 
The research findings have implications for regulators concerned with platforms’ market power. 
The EPoS Economic Research Center at the Universities of Bonn and Mannheim publishes the  
results in the discussion paper “AI Overview or Overreach? Google’s Strategic Deployment of  
Generative AI in Search”.  

Google Has a Strategy Behind “AI Overviews” –  Study Finds
Google Has a Strategy Behind “AI Overviews” – Study Finds © Florian Wehking
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“According to our results, ‘AI Overviews’ are not just an improvement to help users but form part of a 
broader strategy to maximize revenue,” says Robin Ng from the EPoS Economic Research Center. 
“Our research shows that the algorithm tends to withhold AI-generated summaries for certain 
searches. This is mostly the case when users make targeted queries, i.e., looking for a specific  
product.”  

Targeted vs. exploratory searches  

To understand the underlying strategy, the researchers have analyzed more than 15,000 Google 
search results. They find that “AI Overviews” appear in about half of exploratory searches in which 
users are unfamiliar with a topic. However, for targeted searches, Google tends to withhold AI  
summaries; they appear in only 10–20% of cases. “Targeted searches are focused, and users have a 
specific objective,” says Ng. “For example, they may look for a specific mobile phone model. In these 
instances, the data shows that users often do not get the full, AI-powered picture immediately.  
Instead, the algorithm displays traditional search results, including prominent advertising slots.”  

Algorithm appears to prioritize what is profitable for Google

The researchers suggest that targeted searches are often commercially valuable for the platform and 
that this is why “AI Overviews” are initially withheld. However, they observe that “AI Overviews” do 
appear when the traditional results page cannot generate enough revenue from advertising. In this 
case, Google synthesizes content from various sources, including ad clients, to redirect user attention 
to search queries that are valuable for the platform.  

Possible extension of market power by means of AI

“Our empirical findings suggest that Google is adapting to recent advances in AI-generated answers, 
while using them selectively to protect its advertising revenue,” says Robin Ng. “Such behavior is also 
relevant for the design of regulatory frameworks such as the Digital Markets Act. Additional  
transparency requirements may be warranted, for example, in the form of obligations requiring 
platforms to disclose when and why they deploy AI-generated content.”

The presented discussion paper is a publication without peer review of the Collaborative Research Center Transregio 224 EPoS. Access the full discussion paper here.

Find the list of all discussion papers of the CRC here

Authors 

Robin Ng, Post-Doctoral Researcher, Department of Economics, University of Mannheim and member of EPoS 
Economic Research Center 
Michael Wessel, Professor for Business Information Systems, esp. E-Commerce and Digital Business, Friedrich 
Schiller University Jena

Press Contact
econNEWSnetwork
Sonja Heer
Tel. + 49 (0) 40 82244284 
Sonja.Heer@econ-news.de

Contact 
Robin Ng 
University of Mannheim 
robin@robinng.com 

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