Andrew Duchon

Data scientist, inventor and founder.

[Andrew Duchon @aduchon]

Have idea, will podcast.

I've said for years that any repetitive cognitive task will be taken over by AI.

Tasks in a podcast? Recording words. People saying the words. What the words are.

But the idea, that's all you need now.

Link below: Curiosity Crusaders.

[Andrew Duchon @aduchon]

@eCom_Amin GUIDE

[Andrew Duchon @aduchon]

Oracle's AI stock drop shows investors adjusting timelines, not abandoning tech.

[Andrew Duchon @aduchon]

Oracle's AI stock drop shows investors adjusting timelines, not abandoning tech. We're seeing hype evolve to implementation reality. Winners will create advantages applications that solve real business problems with clear ROI paths.

[Andrew Duchon @aduchon]

@NoahEpstein_ PDF

[Noah Frydberg | Tiktok Shop For Brands @maverickecom]

We replaced a $750K/year marketing team with 12 AI Creator Agents.

No actors.
No products in hand.
No ghost creators.
No missed deadlines.

Just viral TikTok Shop sales — 24/7.

And here’s the wild part:

This system produces 100+ cinematic, product-ready TikTok Shop ads per day from a single prompt.

It feels exactly like running Facebook Ads in 2008…
except CPMs are even lower and everything is organic.

⸻

How the 12-Agent AI System Works 👇

Each Agent is a fully autonomous growth unit that runs its own TikTok Shop profile and handles a complete function:

1. Research Agent

• Trend mining with Kalodata
• Find angles that are already working
• Pull top-performing affiliate hooks

2. Cloning Agent

• Paste a competitor ad → pick an avatar → regenerate
• Auto-rewrite scripts + recreate ads with Sora 2 Pro or Veo3.1
• Produces near-instant product variations

3. Outreach Agent

• Automated creator outreach using Euka AI
• Books creators, negotiates, and distributes briefs
• No manual DMs ever again

4–7. Content Generation Agents

• Daily content produced with:
– Sora 2 Pro
– Veo3.1
– HeyGen
– RunwayML
– Hedra
– Kling
• 10+ video formats per product
• Multiple avatars and voice styles
• Hooks, POVs, testimonials, chaotic edits — automatically

8. Localization Agent

• Auto-transforms videos into 6–10 new markets
• Captions, language swaps, subtitles, voiceovers

9. Repurposing Agent

• Converts a single video into 20+ variations (angles, lengths, CTAs)

10. Compliance Agent

• Removes banned phrases
• Fixes overlays, captions, accuracy claims
• Ensures TikTok Shop approval instantly

11. Optimization Agent

• Iterates based on engagement + CTR
• Swaps hooks, structures, backgrounds
• A/B tests hundreds of versions at machine speed

12. Posting Swarm Agent

• Auto-posts across hundreds of AI creator profiles
• Rotates formats to avoid fatigue
• Drives nonstop organic traffic to your Shop

⸻

No touchpoints. No bottlenecks. No limits.

Just a decentralized AI and UGC force that sells while you sleep.

⸻

Real results from the brands using this:

• As low as $0.10 CPMs
• Thousands of organic views daily
• $69k+ GMV in a month for brands that we helped to launch
• up to 100–300 product-ready videos per day
• $5–8 cost per video (vs. $50–$150 with humans)

⸻

This is the Creator Agent Method.

A plug-and-play system that replaces creative teams and scales content at a speed humans simply can’t match.

I packaged all 12 Agents + the AI V2 workflow so you can deploy the exact system for your brand.

Comment “AGENT” and I’ll DM you everything for free.
(Deleting soon)

P.S. Repost for early access to the full 12-Agent Stack.

[Andrew Duchon @aduchon]

@Lupin_Ai_Coder UGC

[Andrew Duchon @aduchon]

@FynCas UGC

[Andrew Duchon @aduchon]

@daffyduckinson wan

[Daffy @daffyduckinson]

wan 2.2 is turning one attention-grabbing clip into an entire ugc engine

same product, same idea
but dozens of different videos with new faces, pacing, and reactions every time

each clip feels native to the feed, not “ai-generated”
that’s why these fake tip / diy / routine videos are blowing up right now

you feed it one reference and let the model remix endlessly
the algorithm tests everything, keeps the winners, drops the rest

this is how people are flooding tiktok with content without creators or filming

i put together a breakdown on how we run this with wan 2.2

rt + comment “wan” and i’ll send it
(follow for dm)

[Andrew Duchon @aduchon]

@Zephyr_hg NEWS

[Andrew Duchon @aduchon]

AI is reshaping how we connect and work. For advisors, success means using AI strategically—automating tasks while enhancing client relationships. I help you implement AI where it adds value, giving you more time for meaningful client connections.

[Andrew Duchon @aduchon]

@Lupin_Ai_Coder Steal

[Arsène Lupin @Lupin_Ai_Coder]

HOLY SH*T… This AI Agent does everything 🤯

Built in n8n :
🔁 Clones viral TikToks
✍️ Rewrites w/ GPT-4o
🎥 Auto creates avatar videos
🎬 Adds captions & edits
📤 Posts to 9 platforms (TikTok, IG, YT, X…)

🔁 Like+RT
✅ Reply “Steal”
🤝 Follow me & I’ll DM you workflow FREE.

[Andrew Duchon @aduchon]

@daffyduckinson Ads

[Daffy @daffyduckinson]

280k a month in sales from ai videos built off one product prompt

no cameras
no actors
no editors

ai creates dozens of clips that post automatically on tiktok and instagram

each video hits a different angle — authority, curiosity, emotion — all driving to one product

traffic runs 24/7
sales come in daily

i made a short guide showing how the system works

rt + comment "ads" and i’ll send it
(must follow for dm)

[Andrew Duchon @aduchon]

@FynCas UGC

[Cas.Fyn @FynCas]

I make $3K a day selling UGC ads.

But here’s what surprises people…

- UGC ads in seconds
- 20x reach in 24/7
- Zero agencies, zero waiting

Every video I sell costs under $5 to produce —
and brands pay hundreds because they perform.

This is the biggest shift in digital ad creation right now.

Comment + RT “UGC” and I’ll DM you exactly how it works.
(must be following)

[Andrew Duchon @aduchon]

AI bubble? Maybe - high valuations vs capabilities. But under the hype lies real transformation with current productivity gains. Winners solve specific problems thoughtfully, not adopt blindly. Market correction likely, but core advances continue.

[Andrew Duchon @aduchon]

@FynCas V2

[Andrew Duchon @aduchon]

@Zephyr_hg NEWS