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 ugc_review - recommended 9:16, 8s

fal.ai - 12-24 credits est.

Aspect

Duration

Estimated credits16 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

UGC Review (ugc_review)

Provider

fal.ai

Model route

fal.ai image/video APIs

Task ID

pending

Credits

16 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

UGC Review

Create an 8-second vertical UGC-style review video from the uploaded product photo. Product context: {{product_description}}. Structure: natural handheld intro, quick tabletop demo, close-up detail, honest benefit caption, soft creator-style ending. Keep it authentic and ecommerce-safe. 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