Product Catalog to Video Ads
A product catalog is more than inventory data. It is a repeatable source for video ads: titles, images, prices, variants, descriptions, benefits, reviews, bundles, and offers. Oakgen helps ecommerce teams convert catalog rows into ad angles, product visuals, videos, voiceovers, captions, and variants without rewriting the brief product by product.
Best models for this job
Oakgen selects the right model automatically, but knowing which one fits the job helps you write better prompts and get better results.
Agent Chat
Normalizes catalog fields into scripts, hooks, objections, and claims checks
GPT Image 2
Creates structured offer, comparison, and product detail frames from catalog fields
FLUX / Nano Banana Pro
Creates product visuals and lifestyle variants for each catalog item
Kling 3 Pro
Animates catalog product images into short ad cutaways and showcase clips
ElevenLabs v3
Creates reusable voiceover templates for product families and localized campaigns
Step-by-step workflow
Every step runs in one Oakgen workspace — one credit balance, no tab-switching.
Prepare catalog fields: product name, images, category, price, offer, benefits, claims, variants, and landing URL
Group products by campaign angle, margin, season, audience, or category
Generate script and visual templates for each product group
Create product video ads in batches while keeping claims and brand rules reviewable
Export files with naming that matches product IDs, campaign IDs, and platform placements
Refresh winners with new hooks, offers, and first frames when creative fatigue appears
Frequently asked questions
Can AI turn a product catalog into video ads?
Yes, if the catalog has usable product images, descriptions, benefits, and landing URLs. AI can turn those fields into scripts, product visuals, video cutaways, captions, voiceovers, and ad variants. Human review is still needed for claims, pricing, and product accuracy.
What catalog fields matter most for video ads?
Product name, hero image, use case, top benefit, price or offer, buyer segment, product category, variant details, reviews, objections, and destination URL matter most. The richer the fields, the stronger the video brief.
Should every product get a unique video?
Not always. Start with high-margin products, best sellers, seasonal pushes, bundles, and products with enough traffic to learn. Use templates for product families so the system scales without creating thin, generic videos.
One credit balance covers every tool
Credits are shared across image, video, voice, and music generation. Simple images use fewer credits; premium video uses more. The exact cost is shown before generation. Plans start at $9/month.