Berti.rfi ♣️
6.8K posts


I just vibe-coded a TikTok research AI agent in Claude Code 🤯
A complete research-to-brief pipeline that scrapes TikTok, analyzes video hooks with AI, and generates creative briefs on demand.
All inside Claude Code.
Perfect for creative agencies and DTC brands who are still turning competitor research into briefs manually.
Your creative strategist is spending half their week on TikTok "for research."
Scrolling. Screenshotting hooks. Watching videos one by one. Copy-pasting notes into a Google Doc. Then rewriting a brief from scratch every single time.
By the time the brief is done, the trend already moved.
This agent eliminates the entire loop:
→ Search TikTok by keyword, date range, and video count
→ Pull engagement metrics, captions, and thumbnails
→ Gemini watches each video and analyzes the hook
→ AI scrapes comments for common questions and audience insights
→ Generates a full creative brief from your template + brand bible
No watching videos manually.
No copying notes into docs.
No rewriting briefs from scratch.
What you get:
- Multiple client projects with separate brand bibles
- Your own creative brief template baked in
- Full control over which videos to analyze and brief
- Customizable through Replit's AI agent
Research → Analysis → Brief. One workflow.
Every e-comm brand and agency should have at least one person who can vibe-code tools like this. It's becoming non-negotiable.
I recorded a full walkthrough showing exactly how I built this from scratch.
Want the full tutorial?
> Like this post
> Comment "CLAUDE"
And I'll send it over (must be following so I can DM)
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Berti.rfi ♣️ retweetledi


BREAKING: Claude can now run your entire ecom brand tiktok like a $500/hour social media manager.
I reverse-engineered how top social media brands use AI to build million-follower accounts.
Here’s the crazy part:
This system produces 550+ cinematic, product-ready ads per day from a single prompt.
Here’s the full pipeline:
→ AI generates a realistic UGC persona — face, voice, personality
→ Arcads clones a natural voiceover in seconds
→ CapCut auto-edits: captions, pacing, hooks — done
→ our phone farm method pushes every finished video straight to TikTok Shop
→ Cruva Social 1 identifies which hooks are already winning in your niche before you film anything
The result: 500+ videos a month, per brand, at a fraction of what one UGC creator used to cost.
Most brands are still paying $300–500 per video.
Testing 10 hooks takes $5,000 and three weeks.
With this system, you test 100 hooks in the same timeframe.
The ones that win get scaled. Automatically.
AI is the new creative director.
TikTok doesn’t reward the best video.
It rewards the brand that shows up the most — with content that converts.
Static agencies are dead.
Creator dependency is a liability… and it’s soooo 2025.
No more waiting on creators.
No more $500 videos that flop after 200 views.
The brands that automate content at scale will be the biggest winners of 2026.
If you want the full breakdown:
Like & comment “SYSTEM”
I’ll send you the complete workflow, every prompt, and a step-by-step walkthrough. Free.
(Follow first so I can DM.)

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@AntoineRSX did you tell the open claw to build in vercel v0 or claude code and you just host in vercel?
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vibe coding my way into the moltbook universe
moltbookrecap.com
I made this auto posting website that is researching every day news about moltbook and open claw and it write up an article based on that.
Using vercel and v0 to do it, and supabase.
v0.app/ref/EXZ71D
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HOLY SH*T…
Someone just leaked 2,053+ plug-and-play N8N workflows and it’s breaking the internet.
They scraped everything from the official docs, GitHub, AND hidden forums.
• AI-powered lead gen
• Auto content repurposing
• Sales & CRM automation
This vault would cost tens of thousands to build from scratch.
LIKE + COMMENT “N8N” & I’ll send you the FULL library + setup FREE!
(must follow so I can DM)



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Meta just dropped the biggest Ad Library update ever: you can now sort any brand's ads by highest impressions 🤯
Which means you can see exactly which competitor ads are getting the most views.
@thedanielokon from ACTIV said "if someone can create an AI scraper to review the top 10 ads every week, I'd pay for that."
So I built it with Claude Code.
Here's how it works:
→ Import any brand with their Ad Library URL
→ Apify scrapes their top-performing ads automatically
→ Click into any ad for full breakdown (headline, copy, CTA)
→ Gemini watches the video or analyzes the image
→ Returns asset type, visual format, messaging angle, hook tactic, offer type
No manual research, no watching videos one by one, no messy spreadsheets.
Here's what I built:
- 50+ DTC brands already loaded (AG1, Caraway, Chomps, Dr. Squatch, Gruns, Jones Road, Magic Spoon, Ridge)
- Weekly auto-scrape to refresh top ads
- AI analysis on any ad in one click
- Bookmark system to save winners
- Filter by brand, category, media type, or AI tags
Built 100% in Claude Code, hosted on Replit.
I recorded a full step-by-step showing exactly how I built this.
Want to build your own version?
I'm giving away the prompts I used + the Claude Code starter template.
To get access for free:
> Like this post
> Comment "META"
And I'll send it over (must be following so I can DM)
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🙀 Ghosty Crystals Airdrop
First 2500 participants can claim magic crystals 👇
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This AI agent analyzes hundreds of viral TikToks in any niche and extracts every winning hook automatically 🤯
One keyword. Hundreds of videos.
A complete breakdown of what's working right now.
All inside n8n + Airtable.
Perfect for DTC brands and agencies who need fresh creative angles without the manual scroll.
Here's the problem:
You're spending hours on TikTok calling it "research."
Screenshotting videos, jotting down hooks in a Notes app, trying to remember what made that one video blow up.
By the time you compile anything useful, the trend has moved on.
This n8n agent does it in minutes:
→ Enter any keyword (skincare, fitness, supplements, whatever)
→ Set your date range
→ Apify scrapes TikTok for matching videos
→ Pulls transcripts, links, and engagement metrics
→ Click "Analyze" to run the full breakdown
→ Get hooks, angles, and patterns that are working right now
No manual scrolling, no screenshot folders, no guessing what's trending.
What you get:
- Hook breakdowns from top-performing videos
- Visual patterns that stop the scroll
- Messaging themes that convert
- Real problems your audience is talking about
Specific enough that you could take 30 videos, adapt them, and have a month of content ready to test.
Built 100% in n8n + Airtable.
I'm giving away BOTH the n8n template and Airtable base so you can get this up & running inside your company.
Want access for free?
> Like this post
> Comment "TOK"
And I'll send it over (must be following so I can DM)
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Berti.rfi ♣️ retweetledi

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