Ubiquitous · Insights
Insights
How companies go from $0 to $100M—and become ubiquitous.
Essays, company analyses, and practical guides on positioning, distribution, product growth, pricing, retention, and the decisions that create widespread adoption.
Written by Michael Becker · 1,300+ subscribers · New essays most weeks
Latest writing
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Ubiquitous companies face a different kind of growth challenge: demand overflow. Let's examine how companies like OpenAI, Lovable, Zoom, and Figma absorb explosive adoption without breaking trust, reliability,…
The story of how Eric Yuan’s China-based R&D strategy held product spending near 10% of revenue, powered Zoom’s profitable rise, and concentrated the operational risk exposed at pandemic…
Insider Stories on AI Companies Who Become Category Defaults

How AI is changing market size, product velocity, team design, and the economics of scale
From stripping onstage and signing over your car to burying your own category and paying haters to roast you: the attention plays built to own the algorithm
What private equity firms and strategic acquirers actually underwrite in diligence, and how to build for it years ahead of time
Twilio’s $60B+ valuation was a market judgment on one thing: the quality of its expansion engine.
What I write about
What Ubiquitous covers.
Each article examines how technology companies build awareness, turn usage into distribution, and convert adoption into revenue.
Build awareness
Positioning, category design, brand recall, and the repeated exposure required for a company to become familiar.
Turn usage into distribution
How collaboration, referrals, templates, and shareable product outputs help existing users bring in new users.
Scale adoption and revenue
Activation, pricing, conversion, retention, and expansion as a company moves from early traction toward $100M.
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