About

I started Product Philosophy because most writing about marketing, analytics, and product strategy falls into one of two traps: it's either so academic that practitioners can't use it, or so shallow that academics would laugh at it. Neither serves the people who actually build products and grow businesses.

This publication sits at the intersection of behavioral economics, institutional thinking, and engineering rigor. Every essay starts with a question that matters to practitioners — and answers it with the kind of depth you'd find in a research paper, but written for someone who has a meeting in 30 minutes and needs to make a decision.

The Intellectual Foundation

The philosophy behind Product Philosophy reflects a core belief: human behavior, market dynamics, and business outcomes are probabilistic, not deterministic. The companies that win are the ones that understand variance, not just averages. They build systems that are antifragile — gaining from disorder rather than breaking under it.

What We Cover

Behavioral Economics — How cognitive biases, choice architecture, and nudge theory shape decisions in digital products. Not pop psychology summaries, but deep technical analysis with original data.

Digital Economics — Network effects, platform dynamics, attention markets, and the microeconomic foundations of digital business models.

Marketing Engineering — Attribution, causal inference, measurement systems, and the technical infrastructure that separates marketing science from marketing theater.

Business Analytics — Experimentation design, survival analysis, Bayesian methods, and the decision systems that turn data into action.

E-commerce ML — Recommendation systems, dynamic pricing, demand forecasting, search ranking, and applied machine learning for commerce at scale.

Marketing Strategy — Brand building grounded in evidence, competitive intelligence systems, and full-funnel models that connect acquisition to lifetime value.

About Murat Ova

I'm a practitioner who reads research papers for fun and builds systems for a living. I founded Product Philosophy to bridge the gap between academic rigor and operational reality. Every essay is written with the goal of being the single best resource on its topic — the article you'd want to exist when you're trying to understand something deeply enough to act on it.

You can find me on LinkedIn.