Mini Case Study: Image → Description Workflow
Apparel store, 250 SKUs, variant‑heavy catalog.
Situation
Team spent hours per week writing product copy and keeping tone consistent across variants.
Approach
- • Configured brand voice (tone + vocabulary)
- • Generated titles, bullets, meta, alt text from images
- • Human approval prior to publish
Results
- • ~80% reduction in time spent on descriptions
- • Cleaner, scannable bullets improved readability
- • Variant‑aware alt text improved accessibility
Note: Early pilot results; future case studies will include full KPI breakouts.