Invest Like the Best with Patrick O'Shaughnessy · Colossus | Investing & Business Podcasts

Gokul Rajaram - Lessons from Investing in 700 Companies

·1 hr 16 min·5 clips

Gokul Rajaram says judgment is the only future-proof skill in an era of infinite AI productivity.

Gokul Rajaram has spent 20 years building core product and ads businesses at Google, Facebook, Square, and DoorDash, and has invested in more than 700 companies. In this conversation with Patrick O'Shaughnessy, he argues that something fundamental has changed in product development over late 2025 and early 2026 with the rise of long-horizon AI agents. He describes how product managers have shifted from prescriptive planning to a bottoms-up, hands-on approach where they write code, build prototypes, and commit to production repositories using tools like Claude Code and Codex. The ratio of product managers and designers to engineers is shifting dramatically — from 1:3 to 1:20 — as AI handles design work within established design systems. Non-deterministic software has created a new critical PM function: owning evaluations, or "evals," to determine whether AI-generated outputs are good enough to ship. Gokul frames product management as balancing customer needs and business needs, with the PM as "keeper of the why." On defensibility, he argues that workflow-embedded products like Salesforce and NetSuite are more durable than communication-layer products like Slack, which can be displaced by AI agents that replace human-to-human messaging. He outlines the only three levers in ad business models — more inventory, higher prices, or better targeting — and explains how each constrains product and business decisions. Drawing on his time working under Larry Page and Sergey Brin, he discusses their intellectual curiosity and their approach to moonshots. From Mark Zuckerberg he learned the importance of decisiveness and the willingness to make high-conviction bets at scale. Jack Dorsey taught him about design taste and simplicity as a strategic choice. Tony Hsu at DoorDash demonstrated how to build a people-first operating culture that scales. Gokul argues that human curiosity, judgment, and taste remain the most durable qualities in an AI era, because these cannot be easily replicated by models. He suggests that the companies most at risk are those whose core value proposition is routing or translating information, while those embedded in irreplaceable workflows have the most defensibility. The conversation ends with reflections on what makes great angel investing — pattern recognition across many companies combined with genuine interest in founders as people.

As heard by us

A focused conversation that turns Gokul Rajaram's stories about presentation craft and product critique into practical lessons.

Gokul Rajaram's conversation offers a clear view of how product quality and communication can be learned, not just claimed. The most convincing stretch comes when he returns to the Google presentation exercise, where images had to do the work that words could not, and when he…

Read the full review in PlayNext →

Why you'd press play

You want a sharp, patient look at how growth, product critique, and visual storytelling shape big company decisions.

Read the full recommendation in PlayNext →

Listen to the show on

Apple Podcasts Spotify

Play clips from this episode More from Invest Like the Best with Patrick O'Shaughnessy