ecommerce_ops · ecommerce · workflow
Instacart enhances FoodStorm with AI image generation for customizable grocery products
Grocers using FoodStorm faced an ongoing challenge sourcing images for every possible configuration of customizable products like sandwiches, cakes, and deli items, where high-quality food photography is crucial for the online shopping experience.
How it works
Common implementation structure
How this type of workflow is generally built, generalized across documented cases — not tied to any one vendor's stack. Click any stage to read what happens there. Specific products that implement these stages appear in “Tools commonly seen” below.
Stage 1 · Retailer opens image creation dialog
Anywhere a user could previously upload an image, they can now instantly open the Create AI Image dialog to generate one instead.
Tools used
PixelGoogle ImagenFoodStorm
Outcome
FoodStorm's AI image generation feature lets retailers create, fine-tune, and publish AI-generated product and promotional images across the Instacart Platform, acting as a significant time saver and dynamic creative tool.
What failed first
An initial one-click AI image generation design had flaws because using only the filling name as the prompt was too vague, lacking nuances about ingredient type and preparation, leading to suboptimal images.
Results
Time savedsaved us considerable time
Grounding & classification
Source type: technical build writeup
19 fields verified against source quotes, 1 dropped as unverifiable.
content generationproduct catalogfailure mode describedmetric backednamed customertools describedvendor confirmedecommerceretailemployee productivitytime savedtechnical build writeupecommerce opsmarketing opsai draft human approval