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Gokul Rajaram - Lessons from Investing in 700 Companies - [Invest Like the Best, EP.456]

Overview

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Gokul Rajaram - Lessons from Investing in 700 Companies - [Invest Like the Best, EP.456]

Invest Like the Best with Patrick O'Shaughnessy

Jan 29
Invest Like the Best with Patrick O'Shaughnessy

Invest Like the Best with Patrick O'Shaughnessy

Jan 29
OverviewShownoteHighlightsTranscriptChaptersPins

Shownote

My guest today is ⁠Gokul Rajaram⁠, Founding Partner at Marathon Management. Gokul is one of the most prolific product builders and investors of the last twenty years. He has built the core ad and product businesses at Google, Facebook, Square, and DoorDash...

Highlights

In this episode, host Patrick O'Shaughnessy sits down with Gokul Rajaram—a seasoned product builder and investor who has shaped core businesses at Google, Facebook, Square, and DoorDash—to explore how AI is reshaping product development, competitive advantage, and leadership philosophy.
00:00
Ramp's AI automates 85% of expense reviews with 99% accuracy
00:55
Rogo has three advantages: connecting to systems for real-world data, understanding workflows, and producing high-quality outputs
05:06
AI tools like Claude Copilot democratize product development across skill levels
07:34
Products are becoming non-deterministic, requiring evaluation across use cases
10:20
PMs and researchers own AI evaluations to assess user needs and product readiness
14:08
Human judgment is crucial for evaluating product output, code, and design
15:06
People should start building AI applications today by focusing on real-world use cases and existing infrastructure.
19:40
Legacy companies are blocking API access to AI agents and monetizing or replacing them
22:17
Zendesk is particularly vulnerable as AI agents can siphon off business from its seat-based pricing model
24:14
AI-native companies competing against entrenched platforms like Salesforce need to build migration tools to move data from established systems
30:58
Google invested in scale and technological superiority—like Street View, TPUs, and Waymo—for an uncertain future
33:56
Mark Zuckerberg conceived Custom Audiences while shadowing the ads team
35:41
Mark Zuckerberg proposed uploading Zynga's whales to find similar users, pioneering Facebook's lookalike targeting
39:15
Sergey Brin argued that AdSense’s manual publisher approval system was unnecessary and flawed, proposing real-time content checks instead
40:27
Humans with good judgment—editorial capabilities—will thrive in the AI age
46:49
ChatGPT combines user intent and identity data, making it ideal for ad targeting with natural-language queries
48:26
Business models that try to be middle-men on large platforms like Google, Facebook, and potentially OpenAI are likely to fail as these big players can incorporate new capabilities.
52:40
Ads must not influence AI-given recommendations
57:11
Larry Page insisted the internal customer system be made available to small customers, who adopted it faster and exploited it in unexpected ways
59:08
Most adoption for Self-Serve products comes from bottom-up rather than top-down
1:00:10
The top skill in the AI era will be to become a functional expert at building and orchestrating AI agents
1:02:22
The best way to assess candidates is to give them a work project similar to the actual work
1:03:43
Candidates in customer-facing roles must take the voice of the customer, justify decisions, and have agency to reject premises
1:06:39
Founders should share authentic founding stories and superpowers
1:09:12
CEOs should spend time with potential board members before inviting them.

Chapters

Welcome to Invest Like The Best
00:00
Meet Gokul Rajaram
00:53
How Product Development is Changing with AI
02:05
Philosophy of Product Management
07:32
What is Future-Proof in AI Era
10:19
Building AI Applications Today
11:25
Systems of Record vs Agent Companies
15:03
Which Legacy Software Companies Are Most Exposed
16:58
Stickiness in the AI Era
22:15
Learning from Larry Page and Sergey Brin
24:10
Learning from Mark Zuckerberg
28:15
Learning from Jack Dorsey
31:31
The Art of Great Product Design
35:40
Weekly CEO Communication
36:49
Three Ways to Succeed in Advertising
40:27
What Should Scare Major Ad Platforms
44:27
North Star Metrics
48:24
Self-Serve Products
50:09
Careers in the AI Era
54:50
Stay Long Enough to Have Impact
59:03
Founder Authenticity and Superpowers
1:00:10
Navigating the Idea Maze
1:02:21
Role of Boards
1:03:42
Excellence in Customer Acquisition
1:06:31
The Kindest Thing
1:09:11

Transcript

Speaker 1: Here's an interesting question to think about. If your finance team suddenly had an extra week every month, what would you have them work on? Most CFOs don't know because their finance teams are grinding it out on lost expense reports, invoice c...