Instead of building an MVP, pitch a one-liner about your solution to a target audience and gauge their reaction. Passionate, unsolicited stories about their pain points signal strong problem-solution fit. This method provides objective validation with minimal resources.
Amplitude's acquisition of Kraftful was re-initiated after their CPO personally used the product for hours, triggering an internal "power user" flag. This shows how deep, organic product engagement from a strategic buyer's leadership can be a direct M&A catalyst.
Building a true AI product starts by defining its core capabilities in an AI playground to understand what's possible. This exploration informs the AI architecture and user interface, a reverse process from traditional software where UI design often comes first.
Kraftful built a complex system with six AI agents but never exposed this to users. Its success came from hiding the AI and focusing relentlessly on delivering simple insights that solved a specific user problem, proving users care about outcomes, not the underlying tech.
To scale founder-led growth, Kraftful's CEO batch-wrote and scheduled a week's worth of social content in one Sunday session. A team member handled responses, maintaining an authentic, consistent presence without consuming the founder's entire week.
Amplitude's CEO acquired multiple founder-led companies as a deliberate strategy to counteract the inherent slowness of a large SaaS business. This injects a startup's pace and an AI-native mindset directly into the organization to accelerate its AI transformation.
To maintain the agility of acquired startups, Amplitude's CEO implemented a top-down ban on "decisions by committee." This empowers individual PMs to make decisions quickly without getting bogged down in universal alignment, protecting the fast-moving culture that made the startups valuable.
The essential skill for AI PMs is deep intuition, which can only be built through hands-on experimentation. This means actively using every new LLM, image, and video model upon release to objectively understand its capabilities, limitations, and trajectory, rather than relying on second-hand analysis.
The reality of selling a company is not a simple transaction. It's a grueling, months-long process that functions as a demanding second job for the founder, who must keep it secret from their team while simultaneously running the core business at full capacity.