sora 2 is unmatched for AI UGC right now, but VEO 3.1 just unlocked something massive for other AI ads...
VEO 3.1 (left) vs SORA 2 (right)
i've spent the entire day testing every angle of the new VEO 3.1 model and found some crazy use cases nobody's talking about yet
the biggest win is that character consistency is finally SOLVED
i put together a complete step-by-step guide including:
- when to use VEO 3.1 vs SORA 2 (most people get this wrong)
- the specific ad types where VEO 3.1 absolutely destroys sora
- how to leverage character consistency to scale your creative output 10x
RT + reply 'VEO' and i'll send you the full guide (must follow so i can dm)
I tested over 2000+ veo 3 prompts in the last 4 months
99% of the outputs are absolute slop, but me and my team have finally cracked a reliable framework that lets us create incredible, tasteful, videos every single time
It’s trained off of the work of the most tasteful directors, the best coloring, and the best camera movement
reply “VEO” + RT and i’ll send you the framework (must follow so i can dm)
We replaced a $197K/year content team with Nano Banana + Linah AI + VEO 3
From concept to upload, the system now produces 300+ short-form UGC ads every month fully automated, faceless, and optimized for conversions.
It started as an experiment:
Could we scale ad creative without hiring creators, editors, or managers?
So we built a machine that:
- Generates 300+ AI UGC videos on demand
- Auto-posts across 50+ TikTok burner accounts
- Tests 500+ hooks, voices, and formats
- Tracks winners & doubles down automatically
The results?
- 22M+ organic views
- Dozens of videos crossing 200K+ each
- Multiple TikTok channels hit FYP consistently
- Shopify + affiliate funnels → $368,000+ tracked revenue
Why it worked:
- Zero creator management headaches
- 100% organic growth (no ad spend)
- Mass testing + rapid iteration
- Linah AI + VEO 3 running nonstop
We originally built it as our private growth engine.
Now brands are asking for it.
So I’m opening up the full playbook:
The video automation system
Distribution & scaling strategies
The AI agents powering it
Best practices for VEO + Linah AI
Want your own Linah AI + VEO 3 UGC engine?
RT + Comment “BANANA” and I’ll send the blueprint for free.
(must be following)
"how do you post 40,000 tiktoks per month?"
AI makes our avatars.
AI writes our scripts.
AI edits our videos.
AI dupes and tests every possible angle, hook, and demographic.
mass marketing playbook has fundamentally changed in the last 2 months.
like, rt + comment "MASS" for the 2026 AI UGC playbook.
Icon made $7M ARR in 3 weeks with an Al UGC maker😳
I created a better one that RUNS LOCALLY, at a fraction of the price....
Icon makes 10 videos/day
Mine makes 348+/day with the same tech.
Like, rt & comment "ICON" and I'll send the full guide.
Here's my entire workflow👇🏼
@IamEmily2050@IamEmily2050 I can’t find anything mentioning that json is better than exactly the same thing in natural language.
I understand that json makes it more structured but where can you see that Google recommends using json for better results?
tbh at this point im even wondering if vibe coding makes sense:
1. no idea how the code works
2. impossible to debug
3. 1 new feature = 2 new bug introduced on things which worked before
3. cursor/claude seem to be becoming more and more stupid
4. and that only with small code base... what happens with hundred of files