Scaling Cantina to 1.72+ Billion Organic Views Through a Decentralized Creator Network
A 4,425-account creator network that shipped 356K+ videos in 8 months, at $0 ad spend.
The Challenge
Launching an AI character app in a crowded category, where paid ads cost a lot and retain little.
Saturated category, high paid CAC
Launching an interactive AI character app where paid ads bring high acquisition costs and low organic retention.
The Solution
Thousands of creator accounts testing drama-led hooks, with every video pointing back to the app.
A 4,425-account network
Creator-driven accounts across TikTok, Instagram, YouTube Shorts and Facebook tested angles at massive scale.
Group chat drama
Unhinged simulated situationships showcased the AI persona as an authentic, hilarious conversationalist.
Curiosity as the conversion
In-video name callouts, comment triggers and bio links funneled viewers straight to app store downloads.
The Result
1.72B+
Organic Views
356K videos across 4,425 accounts over 8 months (March to November 2026), $0 spend.
356K+
Videos Posted
Scaled to 1,400+ videos/day across four platforms.
4,425
Creator Accounts
Decentralized network testing dozens of hooks daily.
16.5M
Shares
Forwarded into DMs and group chats, 10.8M of them on Instagram.
Social Engagements
Likes
68.5M
Shares
16.4M
Saves
2.66M
Comments
666.7K