Ecommerce AI video workbench

Generate product videos

Upload a product photo, choose a launch template, check model readiness, and keep credits visible before any provider task starts.

Balance

trial credits

Estimate

credits for this setup

Visibility

Private

unless user opts in

Credit check before provider run

Private output by default

Policy and prompt checks visible

Input setup

Photo, prompt, template, model route

Step 1

Upload product photo

PNG, JPG, or WebP. Keep the product clear and well-lit.

Choose image

Product description

Template

Model route

Template ID tiktok_ad - recommended 9:16, 5s

fal.ai - 12-24 credits est.

Aspect

Duration

Estimated credits12 credits

Provider tasks are blocked until auth, policy, model, env gate, and credit debit checks pass server-side.

Provider preflight

Checks template, provider route, prompt scaffold, moderation config, credits, and gate state without debiting credits.

No NSFW content, No deepfakes or impersonation, No unauthorized likeness use, No illegal content. Uploads and outputs stay private unless the user explicitly opts in to share.

Output preview

Official sample result appears until a validation result is generated.

Download

Status

Ready for validation

Template

TikTok Ad (tiktok_ad)

Provider

fal.ai

Model route

fal.ai image/video APIs

Task ID

pending

Credits

12 estimated

DB shape

Pending schema

Selected route

Available12-24 credits est.

First provider target for MVP testing after the low-cost smoke test

Launch template

TikTok Ad

Create a 5-second vertical TikTok product ad from the uploaded product photo. Product context: {{product_description}}. Structure: thumb-stopping hook, close-up product motion, one clear benefit, final ecommerce CTA. Keep the product recognizable and realistic. No logos, no watermark.

Planned model routes

Veo

Planned

High quality product storytelling

Runway

Planned

Creator-grade product and lifestyle shots

Pika

Planned

Social-first effects and playful product clips

PixVerse

Planned

Fast social ad concepts