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Google’s AI Advantage Faces Scrutiny: Regulators Question Whether It’s Playing Fair

by Team Lumida
December 10, 2025
in Markets
Reading Time: 4 mins read
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Key Takeaways

  • EU regulators are probing whether Google used its dominant search infrastructure to give Gemini and AI Overviews an unfair advantage.
  • Google trains AI models using its free access to the entire internet through Googlebot, while rivals pay hundreds of millions for licensing deals.
  • Publishers cannot meaningfully opt out without losing search visibility — creating what critics call an exploitative, zero-choice environment.
  • Regulators are considering forcing Google to create a separate crawler for AI training so publishers can block or charge for usage.
  • Google’s fast catch-up to OpenAI may have been enabled by this asymmetric advantage.

What Happened?

European regulators have opened an investigation into Google’s rollout of AI Overviews and AI Mode to determine whether the company imposed unfair terms on publishers and content creators. While competitors like OpenAI, Anthropic, Amazon, and Microsoft pay for high-quality training data, Google uses its ubiquitous Googlebot — originally built to index the web for Search — to collect information for both search and AI training for free. This dual use gives Google unmatched access to global content without licensing costs.

Publishers meanwhile face declining traffic as AI Overviews reduce click-through, while also having no effective means of opting out: blocking Googlebot would effectively remove them from search visibility altogether. Cloudflare CEO Matthew Prince publicly criticized the practice as Google claiming a “God-given right to all content in the world.” Regulators are evaluating whether Google must deploy a separate crawler exclusively for AI uses, enabling publishers to opt out or demand compensation.

Why It Matters?

This case strikes at the core structural advantage Google holds in the AI race. Access to massive, high-quality, real-time internet data is one of the most expensive inputs for model training. By bundling AI training into its existing search infrastructure — which no competitor can match — Google avoids enormous data acquisition costs and accelerates model development.

Regulators worry this entrenches Google’s dominance just as AI should be leveling the playing field for new innovators. In a market where competitors are spending heavily for training datasets, Google’s free pipeline creates a distortion that could consolidate power in a single incumbent. If regulators force Google to separate search crawling from AI crawling, it could reshape the economics and competitive dynamics of the entire AI sector.

What’s Next?

If regulators require Google to create an independent “AI-only” crawler, publishers gain leverage: they can opt out, negotiate licensing, or demand revenue-sharing. That would align Google with how other AI companies operate and may slow its AI product velocity. Google is expected to strongly resist such measures, arguing they “stifle innovation,” but EU authorities view them as essential to ensuring competitive fairness.

The probe’s outcome could set precedent globally, influencing U.S. regulatory approaches and potentially triggering industry-wide shifts in how AI models are trained. For AI companies, investors, and publishers, the decision may determine who holds the structural advantage in next-generation AI ecosystems — incumbents with legacy search infrastructure or a broader field of model developers paying for data on equal terms.

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Lumida's website (referred to herein as the "Website") is limited to the dissemination of general information pertaining to its advisory services, together with access to additional investment-related information, publications, and links. Accordingly, the publication of the Website on the Internet should not be construed by any client and/or prospective client Lumida’s solicitation to effect, or attempt to effect transactions in securities, or the rendering of personalized investment advice for compensation, over the Internet.

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‍Lead Capture Forms: By submitting your contact information in the forms on this site, you are not obligated to invest in Lumida's product or services.
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