this is the AI agent stack i’d use to scale a $5m business in 2025 🧵: 1 / ugc factory

ugc is the bottleneck. you can’t shoot new content every week forever.

workflow:

- upload product photo + model shot into n8n
- nano banana generates ugc-style image with product placed naturally
- veo3 auto-turns that image into a ugc-style video clip
- save + tag outputs in drive/airtable for testing

outcome: 1 product photo -> image + video ugc assets. keeps testing alive between creator shoots.

I turned Claude into a creative director powered by TikTok.

it studies viral videos and hands me content ideas backed by what’s already working.

here’s how to build your own in under 15 minutes: 1 / install claude + apify API

step 1: install Claude desktop. you’ll need the Mac app to run Claude locally with plugins enabled

step 2: install the Apify MCP server. this lets Claude scrape any website through a plugin-like interface:
github.com/czlonkowski/n8…

how to position yourself to win in the AI gold rush 🧵: the biggest shift since the internet is happening now.

but most people are just acting as consumers without capturing any real value

here are some thoughts on how you can find your edge and build wealth in the AI era

I've built 20+ AI workflows for DTC brands using n8n

here are the top takeaways every operator, founder, and growth marketer needs to know before building with ai

(Bookmark this) 1 / start with the boring stuff

don’t try to automate your entire funnel on day one
start with the repetitive tasks that drain your team’s time

things like:
– pulling daily ad + sales reports
– tagging support tickets by intent
– scraping competitor ads into swipe files
– summarizing reviews or survey responses

let’s build a twitter scraper that finds viral content ideas for you, step-by-step using n8n.

i used this exact workflow to grow my account from 0 to 12k followers in 45 days. 1 / what this workflow actually does

drop in a keyword like “ai agents” or “email marketing”:
- it scrapes X (Twitter) for recent high-performing tweets
- pulls tweet content, likes, replies, RTs, link
- sorts it all into a clean Google Sheet for you to analyze, repurpose, or build off of

you’re left with a data-backed swipe file of viral hooks, ideas, and formats - ready to plug into tweets, threads, videos, or ads.

I turned Claude into a 24/7 research assassin that scrapes Reddit, YouTube, and TikTok on command.

now it feeds me viral angles, customer pain points, and winning copy… while I sleep.

here’s the unfair setup I use 👇 apify just dropped a Multi-Call Protocol (MCP) API.

it lets you stream structured data from any Apify actor directly into Claude - in real time.

that means:
– no more scraping scripts
– no more copy-pasting comments
– no more guessing what your customers care about

just scrape, feed to Claude and get hooks, angles, and offers instantly.

prompt-native research is here

These 3 AI research workflows replaced hours of strategy, copywriting, and trendspotting for my agency.

They search TikTok, YouTube, and Facebook for:

– Pain points your customers actually post
– Ad angles pulled from real-world language
– Viral hooks from content that already blew up

I run these daily. You can have them for free.

Full breakdowns in the thread below 👇 1 / Youtube Comment Scraper

ignoring the goldmine sitting in YouTube comments is a rookie mistake...

that's why I built an AI agent that scrapes them and gives me:

– ad hooks pulled straight from viewer pain
– emotional triggers and objections in their words
– trend insights and angles backed by research
– unique mechanisms to position the product instantly

resource link: drive.google.com/drive/folders/…

I use n8n + ChatGPT + Bolt to turn workflows into real apps you can use, test, or sell.

Here’s how I go from raw n8n flow to live front-end app in under an hour: 🧵 most people build an n8n automation and stop there.
It works, but not super user-friendly

and you often end up spending more time explaining how to run the automation than anyone does actually using it

that’s not scalable

and definitely not productized

These 8 n8n automations can replace your entire marketing team. They handle creative testing, research, copy, reporting - and run 24/7 without asking for a raise.

Built for businesses that need to move fast without bloated teams or overpriced tools.

I use these daily. You can steal them for free.
Every one of them is in the thread below 👇 1 / Create Viral Comic Book Ads On Auto-Pilot

- scrapes Reddit for top posts based on a keyword
– filters for relevance to your product/service
– turns pain points into sales messaging
– converts messaging into image prompts
– auto-generates 4-panel comic-style ads w/ your product as the hero

Resource link: drive.google.com/drive/folders/…