AI Ecommerce Video Generator
For catalog-scale ecommerce video, Wan is the workhorse: broad styles and camera moves at roughly $0.15 per second (~$0.90 per 5s clip), half the cost of Seedance Fast. Reserve LTX 2.3 1080p animations (~$1.68 per 6s) for hero SKUs where resolution sells.
For: Marketplace sellers and DTC teams who need video for hundreds of SKUs without a production budget.
Template your shot list
Define two or three repeatable moves per SKU category: static rotate, lifestyle context, detail macro. Templates keep a catalog visually consistent.
Generate base imagery
Produce lifestyle stills with FLUX.2 [klein] at $0.03 per image, the cheapest on the platform, then animate the winners.
Batch generate
Run Wan for standard SKUs at ~$0.90 per clip and LTX 2.3 for hero items. Async jobs return IDs, so large batches queue unattended via API.
Standardize exports
Add a shared $0.35 music track per collection, normalize crops to marketplace specs, and publish per-SKU galleries.
Best models for this job
Wan
from 90 credits (~$0.90)Lowest sensible price for volume: ~$0.90 per 5-second clip with versatile styles, ideal when hundreds of SKUs each need a short loop.
Wan details →LTX 2 & LTX 2.3
from 9 credits (~$0.09); LTX 2.3 i2v ~$1.40LTX 2.3 animates product stills into dependable 1080p showcase video at ~$1.68 per 6s for hero listings.
LTX details →RA2V
from 120 credits (~$1.20)One routed endpoint returns polished general-purpose clips from 120 credits ($1.20), so API pipelines skip per-model logic entirely.
RA2V details →Real examples generated on ManifoldGen
hover for prompts
Prompt starters
- Clean studio rotation of a ceramic mug on a turntable, soft even lighting, pale linen backdrop, gentle shadow beneath, minimalist Scandinavian styling, steady speed suitable for looping, warm neutral palette, no text
- Lifestyle scene: folded knit sweater resting on a wooden chair beside a window, curtains breathing in a light draft, dust motes in sunbeams, slow lateral drift, cozy autumn tones, catalog-ready composition, no text
- Macro glide across a leather wallet surface showing stitching grain, light sweeping to reveal texture, deep saddle-brown tone, dark walnut table below, premium craftsmanship mood, shallow depth of field, no text
- Wireless earbuds case opening in close-up, buds lifting slightly with a subtle hover, matte finish catching a cool blue rim light, seamless grey background, precise tech-product choreography, smooth eased motion, no text
AI Ecommerce Video Generator FAQ
+How much does it cost to make ecommerce product videos with AI?
About $1 per SKU: a $0.03 base image plus a Wan clip at roughly $0.90 per 5 seconds. Hero products get LTX 2.3 1080p treatment at ~$1.68 per 6s. Credits are $0.01 each, prepaid.
+What is the best AI video model for product listings?
Wan for high-volume standard listings thanks to its low price, LTX 2.3 for hero SKUs that need 1080p polish, and RA2V when your pipeline wants a single routed endpoint.
+Do I own the catalog videos I generate?
Yes. Everything generated under your account is yours commercially, including marketplace listings, ads, and reseller pages.
+How do I generate videos for many products at once?
Script the REST API: submit async jobs per SKU, keep the returned job IDs, and collect results when done. One key covers image, video, and audio generation.
Other use cases
Model decisions
Make your first ai ecommerce video generator
Prepaid credits from $0.01 — no subscription. Drafts cost cents.