The Content Graph Advertising Strategy
by Ray Cao • Global Head of Monetization Product Strategy & Operations at TikTok
Ray leads global monetization strategy at TikTok, having spent over four years scaling the platform's ad business. Previously, he spent six years at Google helping scale Google Shopping globally.
🎙️ Episode Context
Ray Cao pulls back the curtain on TikTok's unique corporate culture, explaining how principles like "Context, Not Control" and "Always Day One" drive their rapid innovation. He details how TikTok integrates engineering with sales to shorten feedback loops and provides tactical advice for advertisers to leverage TikTok's content graph effectively.
Problem It Solves
Advertisers failing on TikTok by applying strategies meant for Social Graphs (Meta) or Intent Graphs (Google).
Framework Overview
TikTok operates on a Content Graph, not a Social Graph. Success requires high-volume creative testing and broad targeting to let the algorithm find the audience, rather than restrictive demographic targeting.
🧠 Framework Structure
High Velocity Testing: Test at least ...
Broad Targeting: Start with broad par...
Authenticity: Use unfiltered, 'lo-fi'...
Full Funnel: View TikTok as a driver ...
When to Use
When launching new ad campaigns on TikTok or when seeing diminishing returns from traditional rigorous targeting.
Common Mistakes
Applying rigid remarketing or narrow niche targeting immediately upon launch, limiting the algorithm's learning.
Real World Example
Advertisers who switched from narrow targeting to broad targeting and focused on producing 10+ creatives a week saw significantly better results in Q4.
The number one thing... is test and learn. If you're applying the same logic from Meta or Google into TikTok, not necessarily you'll be able to see a great success.
— Ray Cao