Why I left Google after 12 years to compete against them | Max Buckley, Exa

Apr 2, 2026

55:10

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What happens when the company that invented modern search cannot enter the fastest growing segment of its own market?

On Follow the Gradient, Melanie Gabriel and Christian Woese sit down with Max Buckley, who spent 12.5 years and 10 teams at Google before leaving to open the Zurich research office for Exa, a $700 million AI search company with 70 people that is building search infrastructure for agents, not humans.

This is not a conversation about whether AI will disrupt search. Max built Google's search systems from the inside. He walks through the exact commercial and technical reasons why Google charges $35 per thousand queries while smaller players charge $7, why the search API market is growing 10X year on year, and why Google's $400 billion consumer search revenue makes it structurally unable to compete.

We talk about:

Why Google charges 5X more for search API access than competitors, and how protecting $400 billion in consumer search revenue creates an innovator's dilemma that opens the door for 70-person startups
How search built for agents differs fundamentally from search built for humans: complex queries with metadata filters, variable latency budgets, documentation versioning, and parallel execution
The moment in November 2024 when coding agents crossed a threshold, turning 12-week junior engineer projects into 30-minute background tasks
Why Max convinced Exa's founder to open in Zurich instead of keeping the team in San Francisco, and what 300 applications in weeks reveals about European AI talent density
How Exa runs internal operations through a central AI system where sales teams describe bugs in plain English and get code fixes back without filing tickets
Why Michael Porter's cluster theory explains how Google's 2003 decision to open a Zurich office seeded the talent ecosystem that now feeds its competitors

This is a conversation about what happens when someone who spent a decade inside the machine steps out and looks at it from the other side. Not what Google gets wrong, but what it structurally cannot do.

Our biggest takeaways, including Max's perspective on why the search market is splitting into two fundamentally different products:

https://www.followthegradient.io/p/max-buckley-podcast

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Where to find Max Buckley:

LinkedIn: https://www.linkedin.com/in/maxbuckley/

Exa: https://exa.ai

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🎙 Follow the Gradient: conversations about building a business from Europe while staying sane.

Follow us:

Melanie: https://www.linkedin.com/in/melaniexgabriel/

Christian: https://www.linkedin.com/in/christian-woese/

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