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Description
Problem
- We get very little product names using the official app, because it is cumbersome to input
Proposed solution
- Use a multimodal LLM like Gemini to extract the likely Product name and brand as JSON, if and only if:
- the user requests it (with a button ?)
- no product name input has been made 2hrs later (in that case, create a detection and insight to be applied)
Additional context
- The size of the opportunity is around 100K products: https://world.openfoodfacts.org/state/product-name-to-be-completed/state/front-photo-selected
- The opportunity also lies in a better 1st time experience for users
Mockups

Can you provide the likely product name, and the brand as a JSON output ?
Yes, the product in the image is likely Pedigree Dentastix Chewy Chunks Small/Medium Chicken Flavor Dog Treats.
Here is the information in JSON format:
{
"brand": "Pedigree",
"product name": "Dentastix Chewy Chunks Small/Medium Chicken Flavor Dog Treats"
}
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Status
💬 To discuss and validate
Status
To discuss and validate
Status
Todo