Startup Metrics Theater: Vanity vs Value
Vanity metrics like DAU and total downloads create illusions of progress while hiding real problems. The metrics that predict survival - retention, churn, unit economics - often hurt to look at....
34 articles with this tag
Vanity metrics like DAU and total downloads create illusions of progress while hiding real problems. The metrics that predict survival - retention, churn, unit economics - often hurt to look at....
When patents matter (defensive portfolios, M&A leverage, licensing revenue) and when they're a distraction. The top 10 AI patent holders control nearly half of industry IP....
The graveyard is full of startups with beautiful architecture and zero traction. 70% of failed startups scaled prematurely. Ship something simple, learn what users want, iterate fast....
Technical debt accumulates because of organizational dysfunction - pressure to ship, fear of refactoring, knowledge silos. Research shows 91% of CTOs cite it as a top challenge....
Every startup success story is a lie by omission. The media compresses years of grinding, pivots, and near-death experiences into a simple narrative. The 'overnight success' takes 7-10 years on averag...
Most boards lack technical expertise to evaluate software companies. The abstraction gap, misaligned time horizons, and translation problems create systematic misunderstanding that leads to bad decisi...
Your first engineering hire was perfect for building the prototype. But scaling requires different skills. Knowing when that transition has happened—and acting on it—is one of the hardest decisions fo...
Platform dependency killed Apollo, PostMyParty, and hundreds of apps when Twitter, Reddit, and Meta changed their APIs. Platform risk is existential risk. Here's how to recognize and mitigate it....
Stalled growth isn't terminal - it's diagnostic. Learn to distinguish segment saturation from product-market fit erosion from channel exhaustion, and respond appropriately....
Alternative GPU clouds offer 50-80% savings over hyperscalers. The AI revolution is being democratized, but AWS would prefer you didn't know....