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This AI system created a viral Instagram reel with 4.1M views... completely on autopilot (linked below). These millions of views led to 10,000+ newsletter subscribers for my AI newsletter The Recap AI While most creators burn out from the daily content grind, I built an n8n automation that transforms...

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David Roberts

35,702 subscribers

13,090 views • 9 months ago •via X (Twitter)

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I built a Morning Brew-style daily newsletter that writes itself with AI (now at 10,000 daily readers) (and I’m nuts for open-sourcing it) The AI system behind @therecapai clones how a human writer would function, but each step is packaged into an agentic workstream. The full automation handles: - Daily scrapping hundreds of reddit threads, hackernews, twitter posts, Google news API to build a massive data lake of 'daily AI news' - Dozens of custom prompts to pull the top daily stories from this data lake, write short breakdowns, & format the newsletter - Builds custom images based on each story with ChatGPT image generator This was 5 MONTHS of iterating and fine-tuning prompts to get the output and content to an extremely high quality state (no AI slop) and call me crazy, but I'm giving it away for free. Just Retweet, follow me, and comment on this thread "NEWSLETTER" and I'll DM you the full n8n template that you can copy/paste and fine-tune to your use-case as well as a full hour long video breakdown explaining the build. Also you can see the actual contents of the newsletter for yourself with the link below—proof of the quality that is possible with AI. RIP media companies 💀 AI is here.
10:31

I built a Morning Brew-style daily newsletter that writes itself with AI (now at 10,000 daily readers) (and I’m nuts for open-sourcing it) The AI system behind @therecapai clones how a human writer would function, but each step is packaged into an agentic workstream. The full automation handles: - Daily scrapping hundreds of reddit threads, hackernews, twitter posts, Google news API to build a massive data lake of 'daily AI news' - Dozens of custom prompts to pull the top daily stories from this data lake, write short breakdowns, & format the newsletter - Builds custom images based on each story with ChatGPT image generator This was 5 MONTHS of iterating and fine-tuning prompts to get the output and content to an extremely high quality state (no AI slop) and call me crazy, but I'm giving it away for free. Just Retweet, follow me, and comment on this thread "NEWSLETTER" and I'll DM you the full n8n template that you can copy/paste and fine-tune to your use-case as well as a full hour long video breakdown explaining the build. Also you can see the actual contents of the newsletter for yourself with the link below—proof of the quality that is possible with AI. RIP media companies 💀 AI is here.

David Roberts

219,403 views • 10 months ago

I built an AI marketing agent to run my $100K media company. After 4 months of prompting, tooling, and integrations, I built this agent that effectively replaced my content team. Here’s how it works under the hood: → Scrapes Reddit, Hacker News, X, and Google News → Publishes a Morning Brew–style daily AI newsletter (10k daily readers) → Repurposes that content into: • viral Twitter threads (like this one) • short-form videos for TikTok & Instagram • Reddit posts • high-engagement LinkedIn updates → Produces content that’s driven millions of impressions → Generates custom, brand-aligned images for every unique asset All automated. The entire system runs through Jarvis-like voice commands, powered by ElevenLabs + n8n (see video below, I literally trained it on Jarvis from Iron Man). No manual content creation. No team to manage. Runs while I sleep. I'm no longer focusing on this business, so I'm giving all this away for free. If you want the complete system, prompting, n8n templates, & setup walkthrough: Comment “AGENT” Like & Retweet Follow me (so I can DM you) I’ll send everything over.
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I built an AI marketing agent to run my $100K media company. After 4 months of prompting, tooling, and integrations, I built this agent that effectively replaced my content team. Here’s how it works under the hood: → Scrapes Reddit, Hacker News, X, and Google News → Publishes a Morning Brew–style daily AI newsletter (10k daily readers) → Repurposes that content into: • viral Twitter threads (like this one) • short-form videos for TikTok & Instagram • Reddit posts • high-engagement LinkedIn updates → Produces content that’s driven millions of impressions → Generates custom, brand-aligned images for every unique asset All automated. The entire system runs through Jarvis-like voice commands, powered by ElevenLabs + n8n (see video below, I literally trained it on Jarvis from Iron Man). No manual content creation. No team to manage. Runs while I sleep. I'm no longer focusing on this business, so I'm giving all this away for free. If you want the complete system, prompting, n8n templates, & setup walkthrough: Comment “AGENT” Like & Retweet Follow me (so I can DM you) I’ll send everything over.

David Roberts

323,373 views • 6 months ago

I have a friend running AI street interviews as paid ads... 4.5x ROAS 🤯 $0 spent on creators. $0 spent on production. Just a script + Calico + light video editing. In this video, I walk through the end-to-end process of bringing a viral street interview concept to life: → Scripting the scenes → AI Video generation w/ custom prompting → Editing it all together I'm telling you, you need to start running this style of ad for your brand before it gets saturated by people like me. You will see your CPC's plummet. Comment "STREET" if you want me to send you all of the prompts, the system, and the full tutorial for these ads! (must be following so I can DM)
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I have a friend running AI street interviews as paid ads... 4.5x ROAS 🤯 $0 spent on creators. $0 spent on production. Just a script + Calico + light video editing. In this video, I walk through the end-to-end process of bringing a viral street interview concept to life: → Scripting the scenes → AI Video generation w/ custom prompting → Editing it all together I'm telling you, you need to start running this style of ad for your brand before it gets saturated by people like me. You will see your CPC's plummet. Comment "STREET" if you want me to send you all of the prompts, the system, and the full tutorial for these ads! (must be following so I can DM)

David Roberts

53,342 views • 5 months ago

Sora 2 API + n8n for UGC videos ... absolutely insane 🤯 this n8n workflow generates realistic influencer-style videos from just a product image. No watermark. Fully automated. (and I'm giving it away for free) Here's what this system does: → Analyzes your product image with AI vision → Creates the perfect influencer persona to promote it → Generates multiple UGC video scripts automatically → Uses OpenAI's Sora 2 to create realistic videos → Outputs videos ready for Instagram, TikTok, and Facebook The results? What used to take weeks and thousands of dollars now happens in minutes for under $5 per video. This isn't just about cutting costs – it's about scaling your creative production and driving your ROAS 50%+ higher due to on-demand, high-converting video content. Brands and agencies today spend $10,000+ per month hiring creators, shipping products, waiting weeks, and hoping for a few decent videos back. This changes the whole game for $1 per video. Want the full n8n template, all of the prompts, and a full step-by-step setup video? 1. Like & RT this post 2. Follow me (so I can dm you) 3. Comment "UGC" below I'll send you the entire system for free.
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Sora 2 API + n8n for UGC videos ... absolutely insane 🤯 this n8n workflow generates realistic influencer-style videos from just a product image. No watermark. Fully automated. (and I'm giving it away for free) Here's what this system does: → Analyzes your product image with AI vision → Creates the perfect influencer persona to promote it → Generates multiple UGC video scripts automatically → Uses OpenAI's Sora 2 to create realistic videos → Outputs videos ready for Instagram, TikTok, and Facebook The results? What used to take weeks and thousands of dollars now happens in minutes for under $5 per video. This isn't just about cutting costs – it's about scaling your creative production and driving your ROAS 50%+ higher due to on-demand, high-converting video content. Brands and agencies today spend $10,000+ per month hiring creators, shipping products, waiting weeks, and hoping for a few decent videos back. This changes the whole game for $1 per video. Want the full n8n template, all of the prompts, and a full step-by-step setup video? 1. Like & RT this post 2. Follow me (so I can dm you) 3. Comment "UGC" below I'll send you the entire system for free.

David Roberts

137,956 views • 10 months ago

I built a local news podcast that gets generated each day with AI. Making a news show like this would normally cost $50,000+ annually. With AI Automation? $100/mo. The setup is simple: → Automatically scrapes Google News, local event feeds, twitter, reddit, and much more → Generates professional scripts with emotion and pacing controls → Produces broadcast-quality audio using ElevenLabs V3 → Operates completely hands-free once deployed The result? A business model that wasn't economically viable before AI. No hosts. No editors. No research team. Just smart automation and a few API subscriptions. This isn't about flooding the internet with crappy AI content. It's about solving real problems: like news deserts in underserved markets. The system I built in hours could theoretically power thousands of hyper-local podcasts simultaneously. When you start thinking in terms of "what can I automate," entire industries now become accessible. Before AI, the revenues you could generate by serving local news just didn't cover the expenses. Now that's changed. What other markets is that true for? Want me to send you the full system for you to clone for your small town or city? 1. Like & RT 2. Follow me (so I can dm you) 3. Comment "BLUEPRINT" below I'll send you the complete n8n template, all the prompting, and a full setup video that you can use to spin up your own local news podcast.
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I built a local news podcast that gets generated each day with AI. Making a news show like this would normally cost $50,000+ annually. With AI Automation? $100/mo. The setup is simple: → Automatically scrapes Google News, local event feeds, twitter, reddit, and much more → Generates professional scripts with emotion and pacing controls → Produces broadcast-quality audio using ElevenLabs V3 → Operates completely hands-free once deployed The result? A business model that wasn't economically viable before AI. No hosts. No editors. No research team. Just smart automation and a few API subscriptions. This isn't about flooding the internet with crappy AI content. It's about solving real problems: like news deserts in underserved markets. The system I built in hours could theoretically power thousands of hyper-local podcasts simultaneously. When you start thinking in terms of "what can I automate," entire industries now become accessible. Before AI, the revenues you could generate by serving local news just didn't cover the expenses. Now that's changed. What other markets is that true for? Want me to send you the full system for you to clone for your small town or city? 1. Like & RT 2. Follow me (so I can dm you) 3. Comment "BLUEPRINT" below I'll send you the complete n8n template, all the prompting, and a full setup video that you can use to spin up your own local news podcast.

David Roberts

62,235 views • 6 months ago

This is crazy 🤯 I built an app in 10 minutes I built the distribution in 5 minutes Literally created a beautiful APP w functional navigation in 2-3 prompts And then Cooked up and AI reel to promote my new app in literally 5 minutes, Using Arcads I used to think AI UGC was cooked but.. The quality of these AI reels is insane. You can literally mass produce the reel format and post 30-60 reels/mo (then if any video gets above 5k views organically , throw it on ads) and you are on the money. im 100% serious Me and Mau have an app doing $1,000/day with just 4 winning UGC videos running on spark ads But now you can save time and money by having your UGC generated with AI We are living in the ERA of prompts a few prompts, can change your life
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This is crazy 🤯 I built an app in 10 minutes I built the distribution in 5 minutes Literally created a beautiful APP w functional navigation in 2-3 prompts And then Cooked up and AI reel to promote my new app in literally 5 minutes, Using Arcads I used to think AI UGC was cooked but.. The quality of these AI reels is insane. You can literally mass produce the reel format and post 30-60 reels/mo (then if any video gets above 5k views organically , throw it on ads) and you are on the money. im 100% serious Me and Mau have an app doing $1,000/day with just 4 winning UGC videos running on spark ads But now you can save time and money by having your UGC generated with AI We are living in the ERA of prompts a few prompts, can change your life

Ernesto Lopez

50,060 views • 7 months ago

I just cracked the code on turning AI slop into viral X copy that's generated 5M+ impressions in 30 days most people are feeding ChatGPT basic prompts and wondering why their posts get 12 likes meanwhile this system turns AI into a viral copywriting machine that thinks like a seasoned growth hacker here's what happened when I deployed it: went from 200 impressions per post to 50K+ consistently engagement rates jumped from 0.8% to 12%+ overnight followers exploded from stagnant growth to 500+ daily the difference isn't the AI model it's the psychological framework I reverse-engineered from analyzing 10,000+ viral posts this system doesn't just generate content it architects viral hooks using neuroscience triggers that make people physically unable to scroll past while everyone's using vanilla AI prompts smart operators are using this to systematically manufacture viral content the framework includes: - advanced prompt engineering that turns AI into a $200K copywriter - viral post database with 47+ tested engagement hacks I spent countless hours perfecting this after watching mediocre creators blow up with terrible content realized it wasn't about quality it was about understanding the viral mechanics hidden in plain sight comment "VIRAL" + repost + like (must follow so I can DM) and I'll send you the complete system this literally prints viral content on command
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I just cracked the code on turning AI slop into viral X copy that's generated 5M+ impressions in 30 days most people are feeding ChatGPT basic prompts and wondering why their posts get 12 likes meanwhile this system turns AI into a viral copywriting machine that thinks like a seasoned growth hacker here's what happened when I deployed it: went from 200 impressions per post to 50K+ consistently engagement rates jumped from 0.8% to 12%+ overnight followers exploded from stagnant growth to 500+ daily the difference isn't the AI model it's the psychological framework I reverse-engineered from analyzing 10,000+ viral posts this system doesn't just generate content it architects viral hooks using neuroscience triggers that make people physically unable to scroll past while everyone's using vanilla AI prompts smart operators are using this to systematically manufacture viral content the framework includes: - advanced prompt engineering that turns AI into a $200K copywriter - viral post database with 47+ tested engagement hacks I spent countless hours perfecting this after watching mediocre creators blow up with terrible content realized it wasn't about quality it was about understanding the viral mechanics hidden in plain sight comment "VIRAL" + repost + like (must follow so I can DM) and I'll send you the complete system this literally prints viral content on command

4nzn

22,566 views • 1 year ago

THE FACEBOOK AD THIEF I just built an AI agent that "steals" my competitor's best Facebook ads and makes them mine. Perfect for ecom owners, and I'm giving it away for free. (Saves 15+ hours per week on creative research, boosts ad performance by 40%) Here's how the Facebook Ad Thief works: → Scrapes Facebook's ad library to find competitors' live campaigns → Uses Google's Gemini AI to analyze winning ad structures and messaging → Rebuilds those ads with your brand and products using advanced prompting and Nano Banana → Automatically saves all variations to Google Drive for easy access → Handles complex scenarios like multiple product placements This automation eliminates the manual grind of competitor research and creative ideation. Instead of spending hours scrolling through ad libraries and trying to reverse-engineer what's working, I get proven ad concepts delivered automatically. The real power? It uses "meta-prompting" - AI writing prompts for other AI - to handle edge cases that generic prompts miss. Want the complete system? Here's how to get it: 1. Like & RT this post 2. Follow my profile so I can DM you 3. Comment "ADTHIEF" I'll send you the entire n8n workflow template, all of the prompting, and a full step-by-step setup video for free. Stop reinventing the wheel. Start stealing what already works.
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THE FACEBOOK AD THIEF I just built an AI agent that "steals" my competitor's best Facebook ads and makes them mine. Perfect for ecom owners, and I'm giving it away for free. (Saves 15+ hours per week on creative research, boosts ad performance by 40%) Here's how the Facebook Ad Thief works: → Scrapes Facebook's ad library to find competitors' live campaigns → Uses Google's Gemini AI to analyze winning ad structures and messaging → Rebuilds those ads with your brand and products using advanced prompting and Nano Banana → Automatically saves all variations to Google Drive for easy access → Handles complex scenarios like multiple product placements This automation eliminates the manual grind of competitor research and creative ideation. Instead of spending hours scrolling through ad libraries and trying to reverse-engineer what's working, I get proven ad concepts delivered automatically. The real power? It uses "meta-prompting" - AI writing prompts for other AI - to handle edge cases that generic prompts miss. Want the complete system? Here's how to get it: 1. Like & RT this post 2. Follow my profile so I can DM you 3. Comment "ADTHIEF" I'll send you the entire n8n workflow template, all of the prompting, and a full step-by-step setup video for free. Stop reinventing the wheel. Start stealing what already works.

David Roberts

137,574 views • 10 months ago

Most people think AI content is just "slop." I think it's the future of hyper-local media. Here's why: Traditional local news is dying because the economics don't work. Small markets can't support full newsroom teams. But what if you could serve every city with zero labor costs? I just built an AI automation that creates daily local news podcasts: → Automatically scrapes Google News and local event feeds → Generates professional scripts with emotion and pacing controls → Produces broadcast-quality audio using ElevenLabs V3 → Operates completely hands-free once deployed The result? A business model that wasn't economically viable before AI. No hosts. No editors. No research team. Just smart automation and a few API subscriptions. This isn't about flooding the internet with crappy AI content. It's about solving real problems - like news deserts in underserved markets. The system I built in hours could theoretically power thousands of hyper-local podcasts simultaneously. When you start thinking in terms of "what can I automate," entire industries now become accessible. Want me to send you the full system for you to clone for your small town or city? 1. Like & RT 2. Follow me (so I can dm you) 3. Comment "BLUEPRINT" below I'll send you the complete n8n template, all the prompting, and a full setup video that you can use to spin up your own local news podcast.
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Most people think AI content is just "slop." I think it's the future of hyper-local media. Here's why: Traditional local news is dying because the economics don't work. Small markets can't support full newsroom teams. But what if you could serve every city with zero labor costs? I just built an AI automation that creates daily local news podcasts: → Automatically scrapes Google News and local event feeds → Generates professional scripts with emotion and pacing controls → Produces broadcast-quality audio using ElevenLabs V3 → Operates completely hands-free once deployed The result? A business model that wasn't economically viable before AI. No hosts. No editors. No research team. Just smart automation and a few API subscriptions. This isn't about flooding the internet with crappy AI content. It's about solving real problems - like news deserts in underserved markets. The system I built in hours could theoretically power thousands of hyper-local podcasts simultaneously. When you start thinking in terms of "what can I automate," entire industries now become accessible. Want me to send you the full system for you to clone for your small town or city? 1. Like & RT 2. Follow me (so I can dm you) 3. Comment "BLUEPRINT" below I'll send you the complete n8n template, all the prompting, and a full setup video that you can use to spin up your own local news podcast.

David Roberts

40,818 views • 9 months ago

How to Generate Unlimited AI Images & Videos with Google Flow (Complete Tutorial) In this video you will learn how to automate Google Flow to generate unlimited AI images and videos without relying on browser extensions or complicated setups. You will learn the exact workflow for creating AI content in bulk, automating repetitive tasks, and building a system that saves hours while producing high quality content. This tutorial covers AI image generation, AI video creation, workflow automation, bulk content creation, and how to use Google Flow to scale your YouTube automation business or any AI content workflow. This information is for both new and existing creators who want to create AI content faster, automate their workflow, and scale their YouTube channels or content business in 2026. Like, Retweet and Bookmark. Follow BIG CHRIS Video Credit: Josephs AI 🤝(
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How to Generate Unlimited AI Images & Videos with Google Flow (Complete Tutorial) In this video you will learn how to automate Google Flow to generate unlimited AI images and videos without relying on browser extensions or complicated setups. You will learn the exact workflow for creating AI content in bulk, automating repetitive tasks, and building a system that saves hours while producing high quality content. This tutorial covers AI image generation, AI video creation, workflow automation, bulk content creation, and how to use Google Flow to scale your YouTube automation business or any AI content workflow. This information is for both new and existing creators who want to create AI content faster, automate their workflow, and scale their YouTube channels or content business in 2026. Like, Retweet and Bookmark. Follow BIG CHRIS Video Credit: Josephs AI 🤝(

BIG CHRIS

137,307 views • 1 month ago

i just trained an AI to give you the best possible prompts for creating ads in Sora2 or VEO3 these ads are perfect for info, digital products, ecom, SaaS... the list go on the workflow is simple: - drop in your script or hook - let AI generate a prompts for you - use sora/veo3 to generate scenes - export a stack of ready-to-run variations each ad looks like something you’d actually see on your fyp… except it’s built to sell your product like, rt + reply with 'VIRAL' and i'll send you gpt model trained to make your ads making process even easier
1:06

i just trained an AI to give you the best possible prompts for creating ads in Sora2 or VEO3 these ads are perfect for info, digital products, ecom, SaaS... the list go on the workflow is simple: - drop in your script or hook - let AI generate a prompts for you - use sora/veo3 to generate scenes - export a stack of ready-to-run variations each ad looks like something you’d actually see on your fyp… except it’s built to sell your product like, rt + reply with 'VIRAL' and i'll send you gpt model trained to make your ads making process even easier

MAX

158,641 views • 10 months ago

Holy sh*t! Veo 3.1 + n8n is completely nuts 🤯 Google's new Veo 3.1 model is a game changer for UGC production. So I just built a fully automated AI pipeline inside n8n. Perfect for DTC brands & agencies scaling content output. Most teams are either: Hiring creators at $500+/video OR spending weeks filming & editing in-house This n8n automation does it differently: Drop a single product photo → n8n generates detailed prompts → Veo 3.1 renders ultra-realistic videos → Creates testimonials, unboxings, & lifestyle content → Videos delivered production-ready Cost per video: a few bucks. Ownership: 100% yours forever. The workflow: → Submit product image via n8n form → AI analyzes and creates custom prompts → Veo 3.1 generates professional UGC automatically → All clips stored and ready to use instantly 100% automated in n8n. Want the complete workflow? > Comment "VEO" > Like this post And I'll send it over (must be following so I can DM)
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Holy sh*t! Veo 3.1 + n8n is completely nuts 🤯 Google's new Veo 3.1 model is a game changer for UGC production. So I just built a fully automated AI pipeline inside n8n. Perfect for DTC brands & agencies scaling content output. Most teams are either: Hiring creators at $500+/video OR spending weeks filming & editing in-house This n8n automation does it differently: Drop a single product photo → n8n generates detailed prompts → Veo 3.1 renders ultra-realistic videos → Creates testimonials, unboxings, & lifestyle content → Videos delivered production-ready Cost per video: a few bucks. Ownership: 100% yours forever. The workflow: → Submit product image via n8n form → AI analyzes and creates custom prompts → Veo 3.1 generates professional UGC automatically → All clips stored and ready to use instantly 100% automated in n8n. Want the complete workflow? > Comment "VEO" > Like this post And I'll send it over (must be following so I can DM)

Mike Futia

128,179 views • 9 months ago

I built an AI WhatsApp agent that turns any business website into a 24/7 support & sales machine. With 200M+ businesses around the world relying on WhatsApp for customer communication, the TAM for this type of simple automation is significant. Here's the n8n workflow that's handling customer support and closing leads while business owners sleep: → Drop in any business URL → AI scrapes the entire site and builds a knowledge base → WhatsApp bot answers customer questions instantly → Converts inquiries into booked calls without human intervention Most businesses still have customers sitting in unread WhatsApp messages for hours. This workflow responds in seconds. The best part: It's simple. This took me 10 minutes to set up once the automation was built. If you want the n8n workflow, all the prompts, and a full setup video: Comment "WHATSAPP" Like + RT Follow me (so I can DM you) I'll send everything over.
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I built an AI WhatsApp agent that turns any business website into a 24/7 support & sales machine. With 200M+ businesses around the world relying on WhatsApp for customer communication, the TAM for this type of simple automation is significant. Here's the n8n workflow that's handling customer support and closing leads while business owners sleep: → Drop in any business URL → AI scrapes the entire site and builds a knowledge base → WhatsApp bot answers customer questions instantly → Converts inquiries into booked calls without human intervention Most businesses still have customers sitting in unread WhatsApp messages for hours. This workflow responds in seconds. The best part: It's simple. This took me 10 minutes to set up once the automation was built. If you want the n8n workflow, all the prompts, and a full setup video: Comment "WHATSAPP" Like + RT Follow me (so I can DM you) I'll send everything over.

David Roberts

61,207 views • 6 months ago

this is f*cking insane.. Higgsfield just spent $500,000 making a 95 minute AI Film called Hell Grind and they just LEAKED everything.. they open sourced their whole entire system.. the brand briefs, the creative research, the prompting system & every asset they used the system they put together to make this film is genuinely insane. this is not some random AI video or AI slop reel. this is a full professional grade AI film with every single piece of the production released publicly no one would ever just casually release $500,000 worth of professional AI filmmaking material for free. but that's exactly what happened if you're doing anything serious in the AI creative space then this is for you. whether you're making AI UGC, faceless content, animations, short films, whatever. the workflows and prompting systems in here apply to everything. this is the most detailed framework at how a professional AI video gets made . this has ever been released publicly, you're not going to find anything close to this anywhere else. i put together everything you need in one place.. here's what you're getting: > the full project brief breaking down their production system from A-Z with every single prompt they used across 95 minutes > all the video, image and audio assets > the full creative research process > how they maintained consistency across a movie length film RT + reply "FILM" and i'll send it over (must follow so i can dm)
0:31

this is f*cking insane.. Higgsfield just spent $500,000 making a 95 minute AI Film called Hell Grind and they just LEAKED everything.. they open sourced their whole entire system.. the brand briefs, the creative research, the prompting system & every asset they used the system they put together to make this film is genuinely insane. this is not some random AI video or AI slop reel. this is a full professional grade AI film with every single piece of the production released publicly no one would ever just casually release $500,000 worth of professional AI filmmaking material for free. but that's exactly what happened if you're doing anything serious in the AI creative space then this is for you. whether you're making AI UGC, faceless content, animations, short films, whatever. the workflows and prompting systems in here apply to everything. this is the most detailed framework at how a professional AI video gets made . this has ever been released publicly, you're not going to find anything close to this anywhere else. i put together everything you need in one place.. here's what you're getting: > the full project brief breaking down their production system from A-Z with every single prompt they used across 95 minutes > all the video, image and audio assets > the full creative research process > how they maintained consistency across a movie length film RT + reply "FILM" and i'll send it over (must follow so i can dm)

Miko

10,599 views • 4 days ago

Every e-commerce store needs product photos... so I automated the entire process with AI and n8n. This end-to-end workflow transforms a single iPhone photo into 8-10 professional product shots, handling everything from model generation to final delivery. I just dropped a detailed breakdown covering: → How the AI analyzes products and generates perfect models → How meta-prompting creates dynamic scenes for the model and article of clothing → How the system maintains consistency across all generated images → How you can customize this for any product category The magic happens in the prompting strategy. Instead of writing static prompts, I use AI to analyze the uploaded product and generate contextually perfect scenes. Upload athletic wear? It creates gym and outdoor running scenarios. Upload formal wear? It generates office and event settings. Upload winter gear? Mountain lodges and snowy landscapes. This system has already helped several e-commerce clients slash their photography costs by 90% while dramatically reducing time-to-market. Just think... there are over 30 million e-commerce stores out there, and they ALL need high quality product photos!!! I'm not saying this will replace all professional photography, but for product testing, rapid launches, and catalog building, it's a game-changer. (Especially when you can generate variations while your competitors are still booking photoshoots) Want the exact n8n template and prompts powering this system? 1. Like & RT this post 2. Follow me for more AI automation breakdowns 3. Comment "CATALOG" below I'll send you the complete n8n JSON for free, plus access to my YouTube tutorial showing the step-by-step build.
3:51

Every e-commerce store needs product photos... so I automated the entire process with AI and n8n. This end-to-end workflow transforms a single iPhone photo into 8-10 professional product shots, handling everything from model generation to final delivery. I just dropped a detailed breakdown covering: → How the AI analyzes products and generates perfect models → How meta-prompting creates dynamic scenes for the model and article of clothing → How the system maintains consistency across all generated images → How you can customize this for any product category The magic happens in the prompting strategy. Instead of writing static prompts, I use AI to analyze the uploaded product and generate contextually perfect scenes. Upload athletic wear? It creates gym and outdoor running scenarios. Upload formal wear? It generates office and event settings. Upload winter gear? Mountain lodges and snowy landscapes. This system has already helped several e-commerce clients slash their photography costs by 90% while dramatically reducing time-to-market. Just think... there are over 30 million e-commerce stores out there, and they ALL need high quality product photos!!! I'm not saying this will replace all professional photography, but for product testing, rapid launches, and catalog building, it's a game-changer. (Especially when you can generate variations while your competitors are still booking photoshoots) Want the exact n8n template and prompts powering this system? 1. Like & RT this post 2. Follow me for more AI automation breakdowns 3. Comment "CATALOG" below I'll send you the complete n8n JSON for free, plus access to my YouTube tutorial showing the step-by-step build.

David Roberts

88,997 views • 10 months ago

I turned myself into an attractive 28 year old influencer to promote my toothpaste brand. With Wan 2.2 + this AI workflow, I can turn 1 video shoot into infinite UGC variations featuring different avatar personas. Need your ad to speak to old men? Moms? Truckers? Funeral home operators? Well, now you can hit every cohort with a single winning ad concept. Here's how it works: • Film yourself once reading any script • AI generates diverse avatars for your target audience • Wan 2.2 video model swaps you out with realistic characters • ElevenLabs clones voices to match each persona • Result: 50+ ad variations from 1 filming session Marketers are using this exact system to test across dozens of demographics without hiring actors or reshooting content. Saves 20+ hours per campaign and cuts production costs by 90%. Want the complete prompts and a step-by-step tutorial video? Tap "👍 Like" to save this. Follow, RT, and comment 'AVATAR' below. I'll DM you the full workflow + all prompts for free.
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I turned myself into an attractive 28 year old influencer to promote my toothpaste brand. With Wan 2.2 + this AI workflow, I can turn 1 video shoot into infinite UGC variations featuring different avatar personas. Need your ad to speak to old men? Moms? Truckers? Funeral home operators? Well, now you can hit every cohort with a single winning ad concept. Here's how it works: • Film yourself once reading any script • AI generates diverse avatars for your target audience • Wan 2.2 video model swaps you out with realistic characters • ElevenLabs clones voices to match each persona • Result: 50+ ad variations from 1 filming session Marketers are using this exact system to test across dozens of demographics without hiring actors or reshooting content. Saves 20+ hours per campaign and cuts production costs by 90%. Want the complete prompts and a step-by-step tutorial video? Tap "👍 Like" to save this. Follow, RT, and comment 'AVATAR' below. I'll DM you the full workflow + all prompts for free.

David Roberts

188,984 views • 8 months ago

$74k a month generated with ai ugc ads is actually insane the entire creative system runs without filming a single traditional ugc video i don’t need to hire creators, ship products around the world or wait weeks for new content i just use ai avatars to turn winning product angles into dozens of native-looking ads every day after testing over 300 creatives across 40 different products, i figured out the exact setup that makes ai ugc look like real customer content instead of another obvious ai ad the best part is that every winning hook, script and offer can be recreated into multiple new variations in minutes > no creators to manage > no products to ship > no filming days > no expensive reshoots > no waiting weeks for new ads just a constant stream of ai ugc creatives built to test more angles, find winners faster and scale ecom brands without creative fatigue so i’m giving away the complete system > how i turn product pages into high-converting ugc scripts > the exact prompts i use to create realistic ai creators > how i generate over 100 ad variations every week > my framework for hooks, objections, benefits and demonstrations > how i identify winning creatives before increasing spend > the full workflow from product research to finished ai ugc ad rt + comment "scale" and i’ll send it (follow for dm)
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$74k a month generated with ai ugc ads is actually insane the entire creative system runs without filming a single traditional ugc video i don’t need to hire creators, ship products around the world or wait weeks for new content i just use ai avatars to turn winning product angles into dozens of native-looking ads every day after testing over 300 creatives across 40 different products, i figured out the exact setup that makes ai ugc look like real customer content instead of another obvious ai ad the best part is that every winning hook, script and offer can be recreated into multiple new variations in minutes > no creators to manage > no products to ship > no filming days > no expensive reshoots > no waiting weeks for new ads just a constant stream of ai ugc creatives built to test more angles, find winners faster and scale ecom brands without creative fatigue so i’m giving away the complete system > how i turn product pages into high-converting ugc scripts > the exact prompts i use to create realistic ai creators > how i generate over 100 ad variations every week > my framework for hooks, objections, benefits and demonstrations > how i identify winning creatives before increasing spend > the full workflow from product research to finished ai ugc ad rt + comment "scale" and i’ll send it (follow for dm)

Florin

11,098 views • 11 days ago

Nano Banana + Veo 3 + n8n is absolutely WILD 🤯 This AI system creates UGC videos with consistent characters & product shots at scale. And auto-stitches everything together into finished content. Perfect for e-comm operators & creative agencies who need brand consistency. Just upload ONE product image and get complete UGC campaigns with the same character across all videos. Here's how it works: → Upload product image via n8n form → AI analyzes your product automatically → Nano Banana generates consistent character variations → Veo 3 creates multiple video scenes with same talent → Auto-combines all clips into final campaign video → Ready-to-download UGC content in minutes Built 100% in n8n. Fully automated character consistency. Want the complete n8n workflow? Comment "BANANA" + like and I'll send it over (must be following so I can DM)
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Nano Banana + Veo 3 + n8n is absolutely WILD 🤯 This AI system creates UGC videos with consistent characters & product shots at scale. And auto-stitches everything together into finished content. Perfect for e-comm operators & creative agencies who need brand consistency. Just upload ONE product image and get complete UGC campaigns with the same character across all videos. Here's how it works: → Upload product image via n8n form → AI analyzes your product automatically → Nano Banana generates consistent character variations → Veo 3 creates multiple video scenes with same talent → Auto-combines all clips into final campaign video → Ready-to-download UGC content in minutes Built 100% in n8n. Fully automated character consistency. Want the complete n8n workflow? Comment "BANANA" + like and I'll send it over (must be following so I can DM)

Mike Futia

283,192 views • 10 months ago

Sora 2 Cameos + n8n is an absolute cheat code 🤯 This n8n automation generates multiple UGC videos featuring the same AI creator, from a single Airtable form. Fully automated. Same character across every video. Perfect for DTC brands & agencies who need consistent AI creators across entire campaigns. Here's the problem: You want to test 10 different hooks with the same AI "creator." But every time you prompt Sora 2 manually, the face changes. The vibe shifts. The "creator" looks like a different person in every video. And even when you nail the consistency, you're still downloading, organizing, and tracking everything by hand. This n8n automation handles all of it: → Fill out one Airtable form (character, scene, video count) → Claude auto-generates detailed Sora 2 prompts → Sora 2 creates videos with your consistent character cameo → Videos auto-upload to ImageKit → Everything delivered to Airtable with shareable URLs No manual prompting. No Frankenstein characters. No file management nightmare. What you get: - Multiple videos with the exact same AI creator - UGC-style formatting (selfie angles, natural delivery) - Full status tracking in Airtable (queued → generating → complete) - Production-ready clips in minutes Built 100% in n8n + Airtable. Want the full workflow? > Comment "SORA" > Like this post And I'll send it over (must be following so I can DM)
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Sora 2 Cameos + n8n is an absolute cheat code 🤯 This n8n automation generates multiple UGC videos featuring the same AI creator, from a single Airtable form. Fully automated. Same character across every video. Perfect for DTC brands & agencies who need consistent AI creators across entire campaigns. Here's the problem: You want to test 10 different hooks with the same AI "creator." But every time you prompt Sora 2 manually, the face changes. The vibe shifts. The "creator" looks like a different person in every video. And even when you nail the consistency, you're still downloading, organizing, and tracking everything by hand. This n8n automation handles all of it: → Fill out one Airtable form (character, scene, video count) → Claude auto-generates detailed Sora 2 prompts → Sora 2 creates videos with your consistent character cameo → Videos auto-upload to ImageKit → Everything delivered to Airtable with shareable URLs No manual prompting. No Frankenstein characters. No file management nightmare. What you get: - Multiple videos with the exact same AI creator - UGC-style formatting (selfie angles, natural delivery) - Full status tracking in Airtable (queued → generating → complete) - Production-ready clips in minutes Built 100% in n8n + Airtable. Want the full workflow? > Comment "SORA" > Like this post And I'll send it over (must be following so I can DM)

Mike Futia

10,730 views • 7 months ago

This AI avatar account has 2.4 million followers on Instagram 🤯 Fully AI-generated. Posting multiple times per day. Insane engagement. And I'm pretty sure the entire thing is automated. So I broke down exactly how they're doing it—and how you can build the same system. Here's what's wild: Every video is the same AI "monk" character giving life advice. Same face, same voice, different scripts, different settings. And it's racking up millions of views. Here's how you can replicate it: → Create your AI avatar in Nano Banana → Preload 10-15 topics in Airtable for automatic rotation → AI agent writes a 60-90 second script per topic → HeyGen animates your avatar and lip syncs the script → Creatomate overlays auto-captions → Blotato auto-publishes to Instagram/TikTok One scheduled trigger, runs daily, fully hands-off. No filming, no editing, no manual posting. The stack: - Nano Banana → AI avatar creation - Airtable → topic library + rotation - n8n → orchestrates the full workflow - HeyGen → animates the avatar - Creatomate → auto-captions - Blotato → auto-publish I recorded a 10-minute breakdown walking through exactly how to build this system step-by-step. > Comment "AVATAR" > Like this post And I'll send it over (must be following so I can DM)
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This AI avatar account has 2.4 million followers on Instagram 🤯 Fully AI-generated. Posting multiple times per day. Insane engagement. And I'm pretty sure the entire thing is automated. So I broke down exactly how they're doing it—and how you can build the same system. Here's what's wild: Every video is the same AI "monk" character giving life advice. Same face, same voice, different scripts, different settings. And it's racking up millions of views. Here's how you can replicate it: → Create your AI avatar in Nano Banana → Preload 10-15 topics in Airtable for automatic rotation → AI agent writes a 60-90 second script per topic → HeyGen animates your avatar and lip syncs the script → Creatomate overlays auto-captions → Blotato auto-publishes to Instagram/TikTok One scheduled trigger, runs daily, fully hands-off. No filming, no editing, no manual posting. The stack: - Nano Banana → AI avatar creation - Airtable → topic library + rotation - n8n → orchestrates the full workflow - HeyGen → animates the avatar - Creatomate → auto-captions - Blotato → auto-publish I recorded a 10-minute breakdown walking through exactly how to build this system step-by-step. > Comment "AVATAR" > Like this post And I'll send it over (must be following so I can DM)

Mike Futia

94,076 views • 7 months ago