Case study · Product AI · Ecommerce
Prodfast: AI that generates product content faster.
Prodfast helps brands, ecommerce teams and product catalogs generate images, descriptions, SEO copy and digital assets ready to sell online.
AI Workflow
Input
SKU raw data
AI
Generation
Output
−90% timeThe problem
Producing product content takes time, budget and consistency.
Inconsistent imagery
Large catalogs with mismatched visual styles across products and channels.
Slow descriptions
Copywriters tied up for days on multilingual product copy.
Weak product SEO
Listings poorly optimized for local search intent.
Large catalogs
Hundreds of SKUs to publish and maintain across multiple channels.
Manual exports
Time lost converting output for every platform.
Solution
An AI workflow for imagery, copy and ecommerce catalogs.
Image generation
Background removal, harmonization, context variants, channel-ready formats.
Product descriptions
Consistent multilingual copy generated from raw catalog data.
AI SEO text
Titles, meta, H1s and descriptions optimized per country intent.
Batch processing
Hundreds of products published in parallel.
Export formats
Output ready for Shopify, Magento, WooCommerce and marketplaces.
Credit-based system
Credit model to control cost per generation.
Results
What changes with the AI workflow.
Time on content
New products published in hours instead of weeks.
Organic performance
Native multilingual SEO for every market served.
Content output
Large catalogs managed without scaling the content team.
Catalog
Uniform visual style and tone of voice across every product.
Product showcase
Inside Prodfast.
AI ecommerce workflow. Product upload, content generation, catalog export ready for ecommerce and marketplaces.
Our role
What digitalH built.
Product strategy
Modules, priorities, credit-based model and roadmap.
AI workflow
Image generation pipeline + copy + multilingual SEO.
Credit system
Credit-based commercial model, usage dashboard, billing.
UX/UI design
Upload, batch, preview and export interfaces.
Backend
API, processing workers, queue, retry logic, image storage.
SEO output logic
Rules for titles, meta, schema markup and content structure per country.
Related services: AI and process automation · Brand, websites and lead generation · Big Data, AI and Business Intelligence.
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