shelfffy.com

Opportunity summary

Shelfforce leverages AI agents to automate the retail auditing process. Users simply send photos of store shelves through familiar communication channels like WhatsApp or email. The AI analyzes these images to extract data, verify product placement, and generate structured retail reports within minutes. By removing the need for a complex software platform or user training, it provides a frictionless way for field workers or managers to capture real-time shelf data and receive actionable insights without manual data entry or complex software adoption.

What to study

Who it's for

Retail managers, field auditors, and brand representatives.

Risks / avoid if

• •Moderate replication difficulty — expect non-trivial engineering effort to reach parity.
• •Moderate competition — several players are already active in this space, so a clear angle matters.