Shelfforce AI

Shelfforce is an AI-powered platform that turns shelf photos into retail reports using AI agents. It enables users to capture photos via mobile app, email, WhatsApp, or web link, and then AI extracts data to generate reports. The platform is designed for FMCG brands to manage retail execution in fragmented traditional trade markets.

Shelfforce is an AI-powered retail execution and shelf intelligence platform. Its website describes how it turns shelf photos into retail reports with AI agents, allowing users to capture photos via mobile app, email, WhatsApp, or web link, and then AI extracts data to generate reports. The platform is positioned for FMCG brands managing retail execution in traditional trade markets, such as warungs in Indonesia and sari-sari stores in the Philippines.

1. Shelfforce: Turn Shelf Photos into Retail Reports with AI Agents
2. Retail Execution in Traditional Trade: How FMCG Brands Manage Fragmented Markets Across Asia and the Pacific — Shelfforce
3. Retail Data Collection and Shelf Intelligence: How FMCG Brands Capture What's Happening In Store — Shelfforce
4. Pricing, Distribution and Compliance: How FMCG Brands Get Real Visibility Across Their Retail Network — Shelfforce