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How to prompt hyper-realistic UGC avatars for your ads I've spent 3 weeks fine-tuning the prompts that power ads like these. Here is the 80/20: 1. Be specific about imperfections "His hair is thinning slightly on top with some gray at the sides, and his face shows a few... natural wrinkles from years of sun exposure." 2. Specify the camera shot "A low-resolution, authentic selfie-style video recorded with an iPhone front camera." 3. Define imperfect lighting "The lighting is natural and slightly uneven, with a bit of grain to preserve an unpolished, realistic, everyday feel" For eComm operators who want to scale ad creative fast, this is a huge unlock. No more spending hundreds on UGC creators. No more shipping out endless product samples. But you have to understand the prompting. If it looks fake, it simply won't perform. If you want me to send you the full detailed prompts that generated these characters: Like & RT this post Comment "Prompts" Follow me (so the auto-dm can send) i'll dm youshow more

David Roberts

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33,853 views • 8 months ago •via X (Twitter)

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The secret to realistic AI influencer videos? Make them uglier 🤯 No perfect lighting. No flawless skin. No cinematic framing. You should be using a master prompt that adds human imperfection. Here's key phrases to include: → Shot on iPhone 15 Pro Max → Natural window light only → Off-center, slightly imperfect framing → Subtle phone-camera grain → Visible pores → Uneven skin texture → Facial asymmetry → Under-eye darkness → Smile lines → Mild nose redness → Controlled flyaways in the hair These "flaws" guide the model to pull from the most realistic corner of its training data. One upscale pass and you've got AI avatars ready for ads. No creator. No film crew. No budget. Comment "AI" and I'll send you the exact master prompt I’m using (must be following so I can dm you!).

The secret to realistic AI influencer videos? Make them uglier 🤯 No perfect lighting. No flawless skin. No cinematic framing. You should be using a master prompt that adds human imperfection. Here's key phrases to include: → Shot on iPhone 15 Pro Max → Natural window light only → Off-center, slightly imperfect framing → Subtle phone-camera grain → Visible pores → Uneven skin texture → Facial asymmetry → Under-eye darkness → Smile lines → Mild nose redness → Controlled flyaways in the hair These "flaws" guide the model to pull from the most realistic corner of its training data. One upscale pass and you've got AI avatars ready for ads. No creator. No film crew. No budget. Comment "AI" and I'll send you the exact master prompt I’m using (must be following so I can dm you!).

David Roberts

41,174 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)

David Roberts

53,358 views • 6 months ago

This custom GPT writes Sora 2 prompts that actually work 🤯 Most people prompting Sora 2 are getting garbage output. The problem isn't Sora 2. It's your prompts. Here's what I figured out after generating 100+ UGC videos: Sora 2 needs hyper-specific instructions—shot composition, timing, camera movement, lighting, scene details. Most people prompt like this: "Make a UGC video of someone using my skincare product" And then wonder why the output looks like AI slop. What actually gets results: "9:16 vertical handheld shot, soft natural window lighting, female creator mid-20s in bathroom mirror holding [brand] serum at eye level, genuine testimonial energy, 0-3s hook showing application and subtle reaction, shallow depth of field, clean warm color grade" That's the gap between unusable content and scroll-stopping UGC. So I built a custom GPT that writes these prompts for you: → Tell it your product (supplement, skincare, SaaS, whatever) → It generates a detailed timeline-based Sora 2 prompt → Shot composition, camera angles, timing breakdowns—all included → Optimized for 9:16 TikTok/Reels format → Copy and paste directly into Sora 2 No guessing. No prompt engineering rabbit holes. No "why does this look terrible" frustration. Professional UGC prompts in 10 seconds. Want free access to the Sora 2 Prompt Generator GPT? > Comment "SORA" > Like this post And I'll send it over (must be following so I can DM)

Mike Futia

13,356 views • 7 months ago

This is next-level smart: An open-source platform that evaluates your prompts and automatically refines them based on the results. Of course, it feels obvious after you see it: • You write a prompt • The system evaluates it across different scenarios • Based on the results, it refines it to improve results I recorded a quick video to show you how it works. It's pretty cool stuff! Here are some of the problems and best practices for teams building AI applications: 1. Testing your prompts manually doesn't scale 2. Prompts should not be spread throughout the codebase 3. Non-technical people need easy access to your prompts 4. Prompts can always use a version history to track changes 5. Monitoring the performance of prompts overtime is critical Evaluating the prompts is what keeps me up at night from this list. Of all the conversations I've had with companies and people building AI applications, this is the area that's causing the most pain. Testing a prompt is difficult. Think about how you'd test the response of a model subjectively. What do you account for, "tone," "objectivity," "completeness," "creativity," "readability," etc.? Last week, I met the developers behind Latitude, an open-source prompt engineering platform trying to solve all of these issues. You can try the platform in two ways: • You can self-host the platform. Free and open-source. • If you want to try their online product, their free tier is huge. Here is the link: Thanks to the Latitude team for collaborating with me on this post, and congratulations on going live with their product!

This is next-level smart: An open-source platform that evaluates your prompts and automatically refines them based on the results. Of course, it feels obvious after you see it: • You write a prompt • The system evaluates it across different scenarios • Based on the results, it refines it to improve results I recorded a quick video to show you how it works. It's pretty cool stuff! Here are some of the problems and best practices for teams building AI applications: 1. Testing your prompts manually doesn't scale 2. Prompts should not be spread throughout the codebase 3. Non-technical people need easy access to your prompts 4. Prompts can always use a version history to track changes 5. Monitoring the performance of prompts overtime is critical Evaluating the prompts is what keeps me up at night from this list. Of all the conversations I've had with companies and people building AI applications, this is the area that's causing the most pain. Testing a prompt is difficult. Think about how you'd test the response of a model subjectively. What do you account for, "tone," "objectivity," "completeness," "creativity," "readability," etc.? Last week, I met the developers behind Latitude, an open-source prompt engineering platform trying to solve all of these issues. You can try the platform in two ways: • You can self-host the platform. Free and open-source. • If you want to try their online product, their free tier is huge. Here is the link: Thanks to the Latitude team for collaborating with me on this post, and congratulations on going live with their product!

Santiago

64,157 views • 1 year 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.

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

137,985 views • 10 months ago

Explaining your product with AI just leveled up. Full AI powered product breakdown videos using Nano Banana × Creatify × Veo 3 > What used to cost 6 figures > now costs $16 per video. If you want the exact prompts + storyboard we use to build these: Like & RT this post Comment “AI” and we'll send in DM. Follow (so the auto Dm can send)

Explaining your product with AI just leveled up. Full AI powered product breakdown videos using Nano Banana × Creatify × Veo 3 > What used to cost 6 figures > now costs $16 per video. If you want the exact prompts + storyboard we use to build these: Like & RT this post Comment “AI” and we'll send in DM. Follow (so the auto Dm can send)

Creatify AI

463,296 views • 6 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)

$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 • 20 days ago

This is the AI ad creative workflow every agency and e-comm brand should be running right now 🤯 One AI character. Multiple products. Unlimited ad variations. All 100% consistent. If you're running paid ads and you don't have someone on your team creating these assets full-time, you're already behind. Here's what's possible now: → Create one hyper-realistic AI "creator" → Same face, same lighting, same setting → Swap in ANY product (water bottles, AirPods, gym bags, skincare) → Generate dozens of ad-ready images → Turn those images into hyper-realistic video ads → Build an entire asset library in a day No UGC creators. No product shoots. No waiting on deliverables. What you get: - Consistent character across every ad - Product shots that look professionally lit - Endless variations for testing - A full creative library without a single shoot - Realistic AI videos with consistent characters This is the new playbook for scaling ad creative. If you're an agency or e-comm brand, someone on your team should be doing this 8 hours a day. I'm sharing the exact workflow I used to create this. Want access? > Like this post > Comment "SCALE" And I'll send it over (must be following so I can DM)

Mike Futia

41,706 views • 6 months ago

Claymation ads are quietly printing money on Meta right now. 2-3x the feed average CTR. Almost nobody is running them. And everyone assumes you need an animation studio and a $5,000 budget to make one. You don't. You need the right prompts. So I packaged the entire system into a free Claude workflow. Paste a product URL, and it spits out the full ad in minutes: → a 9-shot storyboard (proven problem-villain-hero arc) → image prompts for every single frame → video animation prompts ready for Kling, Veo or Runway → a timed voiceover script → music and sound direction The clay villain reveal alone is the kind of pattern break that stops the scroll dead. Old way: $3,000 to $5,000 and 3 weeks with a studio. This way: $3 to $6 in credits and under an hour. I've watched founders make their first one over a coffee break. The skill is 100% free. No gate, no signup. Want it? Comment "CLAY" and I'll send you the full guide (need to be following so you can receive the DM)

Claymation ads are quietly printing money on Meta right now. 2-3x the feed average CTR. Almost nobody is running them. And everyone assumes you need an animation studio and a $5,000 budget to make one. You don't. You need the right prompts. So I packaged the entire system into a free Claude workflow. Paste a product URL, and it spits out the full ad in minutes: → a 9-shot storyboard (proven problem-villain-hero arc) → image prompts for every single frame → video animation prompts ready for Kling, Veo or Runway → a timed voiceover script → music and sound direction The clay villain reveal alone is the kind of pattern break that stops the scroll dead. Old way: $3,000 to $5,000 and 3 weeks with a studio. This way: $3 to $6 in credits and under an hour. I've watched founders make their first one over a coffee break. The skill is 100% free. No gate, no signup. Want it? Comment "CLAY" and I'll send you the full guide (need to be following so you can receive the DM)

Ahad Shams

37,095 views • 2 months ago

18 million views on a seedance generated debloating gummies ad simple selfie style setup soft lighting casual “on tiktok” opener it feels like a normal creator talking to her camera but the avatar is ai generated the script is structured for retention the pacing is engineered for watch time the hook hits a common pain point the explanation feels relatable the product slides in naturally no real creator filmed no ugc sourcing no endless revisions seedance controls motion, tone and timing so every variation keeps the same viral structure this is how supplement brands scale creative without chaos rt + comment “bloat” and i’ll send the breakdown (follow for dm)

Florin

19,164 views • 6 months 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

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

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

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

this is absolute savage kling + claude code is THE best combo for AI videos right now it lets you create videos that feel disturbingly human at insane speed i finally mastered the formula for creating hyper-realistic AI content and automating the entire process to produce it at scale now i’m sharing it ALL with you here's what you're getting in 2nd guide: - exact prompts structure for UGC/animation/claymation/podcasts - what tool i use to automate it and produce 50+ ads daily RT + reply w/'AI' and i'll send it to you personally (must follow so i can DM)

this is absolute savage kling + claude code is THE best combo for AI videos right now it lets you create videos that feel disturbingly human at insane speed i finally mastered the formula for creating hyper-realistic AI content and automating the entire process to produce it at scale now i’m sharing it ALL with you here's what you're getting in 2nd guide: - exact prompts structure for UGC/animation/claymation/podcasts - what tool i use to automate it and produce 50+ ads daily RT + reply w/'AI' and i'll send it to you personally (must follow so i can DM)

MAX

53,636 views • 3 months ago

A useful trick for making AI photos look 100% real: (it's not always the model — it can be the color grading) Out of the box, Nano Banana Pro can have a gray, flat look. Good composition, but these scream AI. Here's the system that fixes it: → Grab a reference photo from Pinterest with the exact aesthetic you want → Feed it to ChatGPT 5.2 with a prompt that extracts a detailed color grading JSON → Paste that JSON into image generator (Calico AI) → Generate your product photo. (the colors are now based on the reality you specify, not AI defaults) → Save that character as your reference for facial consistency across future shots From here you can build a full UGC model library. No creators. No shoots. Comment "IMAGE" if you want me to send you every prompt in this system (must be following so I can dm you!).

A useful trick for making AI photos look 100% real: (it's not always the model — it can be the color grading) Out of the box, Nano Banana Pro can have a gray, flat look. Good composition, but these scream AI. Here's the system that fixes it: → Grab a reference photo from Pinterest with the exact aesthetic you want → Feed it to ChatGPT 5.2 with a prompt that extracts a detailed color grading JSON → Paste that JSON into image generator (Calico AI) → Generate your product photo. (the colors are now based on the reality you specify, not AI defaults) → Save that character as your reference for facial consistency across future shots From here you can build a full UGC model library. No creators. No shoots. Comment "IMAGE" if you want me to send you every prompt in this system (must be following so I can dm you!).

David Roberts

21,075 views • 6 months ago

This custom GPT writes perfect Sora 2 prompts every time 🤯 Most people are wasting hours trying to get Sora 2 to generate decent UGC videos. The problem isn't Sora 2. It's you (and your prompts). Here's what I learned after generating 100+ UGC videos with Sora 2: Sora 2 needs hyper-specific prompts with shot composition, timing, camera movement, and scene details. Most people write: "Create a UGC video for my protein bar" What you get? Terrible results. What actually works: "9:16 vertical handheld shot, natural lighting, female creator in kitchen holding [brand] protein bar at eye level, excited testimonial energy, 0-3s hook showing bite and reaction, shallow depth of field, warm color grade" That's the difference between amateur & professional output. So I built a custom GPT that does this automatically: → Tell it your product (protein bar, skincare, SaaS tool, etc.) → It generates a detailed timeline-based Sora 2 prompt → Includes shot composition, camera angles, timing breakdowns → Optimized for 9:16 UGC TikTok/Reels format → Copy/paste directly into Sora 2 No more guessing. No more mediocre results. Just professional UGC prompts in 10 seconds. Want free access to the Sora 2 Prompt Generator GPT? > Comment "GPT" > Like this post And I'll send it over (must be following so I can DM)

Mike Futia

49,848 views • 10 months ago

$Glossier & AG1’s secret weapon for hyper growth? UGC ads. After months working with top performance marketers, now creating UGC ads is easier than ever using HeyGen. ✅ Hundreds of UGC-style AI avatars to match your brand ⏩ Test creatives instantly before you spend big 🎥 Scale ad variations—go from 5 to 50 ads per week 💰 A fraction of the cost of traditional UGC Leading brands are already using HeyGen to scale performance ads. Want our ultimate AI UGC guide? Reply "HeyGen" & repost—I'll DM it to you. 🚀$

Glossier & AG1’s secret weapon for hyper growth? UGC ads. After months working with top performance marketers, now creating UGC ads is easier than ever using HeyGen. ✅ Hundreds of UGC-style AI avatars to match your brand ⏩ Test creatives instantly before you spend big 🎥 Scale ad variations—go from 5 to 50 ads per week 💰 A fraction of the cost of traditional UGC Leading brands are already using HeyGen to scale performance ads. Want our ultimate AI UGC guide? Reply "HeyGen" & repost—I'll DM it to you. 🚀

HeyGen

342,078 views • 1 year ago

AI ads have reached a point where it outperforms traditional UGC on both cost AND quality you can create everything and anything with it and the only thing stopping you is your creativity realistic UGC videos, ai animations or mix of both together (this one performed suprisingly well for us last month) for over a year now we've been using it across all my and our clients' offers, 100% legal, without deepfaking anyone or risk of being sued i cracked the code to create videos that look real, stop the scroll, convert like crazy, and are easy to automate i'm finally sharing my FULL system with you, here's what you're getting: - all the prompts im using - full step by step playbook from zero to edited ad - how i create them in less than 15mins and $2 - how to automate full pipeline and scale even more RT + reply 'ADS' and i'll send you the step-by-step system (must follow so i can dm)

AI ads have reached a point where it outperforms traditional UGC on both cost AND quality you can create everything and anything with it and the only thing stopping you is your creativity realistic UGC videos, ai animations or mix of both together (this one performed suprisingly well for us last month) for over a year now we've been using it across all my and our clients' offers, 100% legal, without deepfaking anyone or risk of being sued i cracked the code to create videos that look real, stop the scroll, convert like crazy, and are easy to automate i'm finally sharing my FULL system with you, here's what you're getting: - all the prompts im using - full step by step playbook from zero to edited ad - how i create them in less than 15mins and $2 - how to automate full pipeline and scale even more RT + reply 'ADS' and i'll send you the step-by-step system (must follow so i can dm)

MAX

22,381 views • 29 days ago

Arcads + n8n is insane... I built an AI agent that now generates 100s of viral ads every day with arcads api and n8n. Talking head, lip sync, product showcases, ugc I have made a detailed guide to show you: → How to make AI ugc ads at scale → Step-by-step n8n workflow → n8n + Arcads + Meta API integration For the right person, this is worth $10,000, but I am giving it away for FREE for the next 24 hours 1. Retweet this post 2. Comment "AGENT" And I will send it to you in your DM 📩 (must be following)

Arcads + n8n is insane... I built an AI agent that now generates 100s of viral ads every day with arcads api and n8n. Talking head, lip sync, product showcases, ugc I have made a detailed guide to show you: → How to make AI ugc ads at scale → Step-by-step n8n workflow → n8n + Arcads + Meta API integration For the right person, this is worth $10,000, but I am giving it away for FREE for the next 24 hours 1. Retweet this post 2. Comment "AGENT" And I will send it to you in your DM 📩 (must be following)

Kritarth Mittal | Soshals

25,152 views • 9 months ago

i built a tool that lets you clone ANY video with AI saw a movie scene you want to recreate? a commercial? a music video? just upload it to this tool and get the exact structured prompt to generate it in sora 2 you no longer need to guess how to describe what you want to generate. show the tool the reference and it engineers the prompt for you. the tool analyzes: - camera movements and angles - lighting and color grading - scene composition and timing then converts everything into sora-optimized prompt structure this is how you recreate any visual style without prompt engineering experience RT + reply 'TOOL' and i'll send you access (must follow so i can dm)

i built a tool that lets you clone ANY video with AI saw a movie scene you want to recreate? a commercial? a music video? just upload it to this tool and get the exact structured prompt to generate it in sora 2 you no longer need to guess how to describe what you want to generate. show the tool the reference and it engineers the prompt for you. the tool analyzes: - camera movements and angles - lighting and color grading - scene composition and timing then converts everything into sora-optimized prompt structure this is how you recreate any visual style without prompt engineering experience RT + reply 'TOOL' and i'll send you access (must follow so i can dm)

Miko

43,009 views • 10 months ago

First frame + Last frame = Fashion ads in minutes. Here’s how I generated this U.S. Polo sequence using Kling 3.0 + Calico AI: → The Input: A start frame and an end frame to lock in the subject and composition. → The Prompt: Don't just ask for a "cool video." Specifically prompted for "slow cinematic push-in," "shallow depth of field," and "micro-parallax" to get that premium brand-film look. → The Output: Motion that looks like a high-budget fashion shoot. Studio shoots are expensive, but AI is leveling the playing field. Comment 'PROMPT' if you want me to send you all of the prompts and the system I used to build this. (must be following so I can dm you!)

David Roberts

26,271 views • 5 months ago