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Actionable insights on AI-generated ads, UGC creative, and scaling paid media with PotionAds
Actionable insights on AI-generated ads, UGC creative, and scaling paid media with PotionAds

Sora 2 Pro is an advanced AI video generation model that creates high-fidelity, realistic video content from prompts and reference images. Itโs optimized for human-like motion, natural lighting, and realistic expressions โ making it especially useful for AI-generated UGC videos that look like they were filmed by real creators.
Unlike simpler tools that generate generic clips, Sora 2 Pro produces cinematic quality video outputs that are better suited for Facebook ads and other paid social platforms.
DTC and eCommerce brands use Sora 2 Pro because it allows them to:
When paired with script prompts and product visuals, Sora 2 Pro becomes a powerful tool for Facebook ad creative workflows.
Sora 2 Pro access typically comes through AI video platforms that integrate the model (e.g., ImagineArt, VidAU, Arcads-style tools). Each platform has its own interface, but the core process is similar.
Before generating:
Example UGC-style script outline:
Hook: Grab attention in first 2โ3 seconds
Demo/Review: Show product benefit or testimonial
CTA: Clear call-to-action (Shop now/Get offer, etc.)
This helps the model build a narrative thatโs ad-ready.
Most Sora 2 Pro workflows ask for:
On some platforms, you can also choose a persona style or scenario type (testimonial, first-person review, lifestyle scene) to make the ad feel more authentic.
A good prompt guides the AI to generate authentic UGC.
Example Prompt for a Skincare Product:
โCreate a vertical UGC-style video of a woman holding the [Product Name], speaking directly to camera about how it improved her skin texture. Natural lighting, iPhone-style handheld look, close-up on product demo, authentic tone, smile, casual bedroom background. End with a call-to-action to click the link to buy.โ
This tells the model:
โ Person speaking
โ Setting & style (realistic, mobile)
โ Focus on product benefit
โ CTA at the end
Once you hit generate:
On some tools, you can regenerate or tweak the prompt for more variations.
After generation, you may want to:
Platforms like CapCut, Canva, or Premiere can help polish the final video before upload.
Avoid overly polished or movie-style production โ the best UGC ads feel authentic and unfiltered. Subtle imperfections can boost trust.
Prompts with a single clear action or narrative perform better (donโt overly complicate).
Since most Facebook engagement happens on mobile, prioritize vertical formats and human-eye-level framing.
Generate several versions with different hooks and personas to see which resonates best (A/B testing).
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