Why Multimodal LLMs Miss Products in E-Commerce Catalogs (And How to Fix Your Data)
A 2026 study by GS1 India and Kanvic Consulting assessed 510 product listings across eight e-commerce, quick-commerce, and e-pharmacy platforms. It found that 14% of the products failed to meet an 80% data-quality benchmark, while 27% failed the benchmark for data completeness. For multimodal LLMs, incomplete product details can make it harder to distinguish items […]
