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Retail Analytics & Vision AI ● Retail Intelligence Timeline: 2024

Shelf Share

AI Retail Visibility & Market Intelligence Platform

Client
FMCG Brands & Retail Merchandising Networks
Category
Retail Analytics & Vision AI
Our Scope
Full-Stack & AI
Status
Live in Production
Shelf Share
Shelf Share — Developed by Ivon Tech Hub Pvt Ltd
97.8%
SKU Facing Accuracy
< 2 sec
Photo Audit Time
+18%
Retail Sales Lift
35%
Drop in Out-of-Stock
Project Overview

About the Solution

Shelf Share is an AI-based retail analytics solution that measures product visibility, shelf occupancy, stock availability, and competitor presence across retail outlets.

It empowers sales and merchandising teams with actionable intelligence to improve retail execution and grow market share.

The Challenge

FMCG brands lose millions annually due to poor retail execution: products placed on bottom shelves, out-of-stock SKUs hidden by rival items, and lack of visibility into competitor shelf expansions across thousands of fragmented retail stores.

Field sales audits were subjective, manual, slow, and impossible to scale reliably.

Our Technical Solution

Ivon Tech Hub engineered a computer vision image recognition mobile and cloud platform.

Field merchandisers simply snap a shelf photo using the mobile app. The AI automatically detects all product facings, calculates the exact Share of Shelf (SoS) percentage, identifies competitor products, and flags Out-of-Stock (OOS) conditions in seconds.

Centralized BI dashboards aggregate field data across territories, retailers, and brand categories.

Core Advantages

Key Benefits

  • Shelf share analysis
  • Competitor benchmarking
  • Stock availability monitoring
  • Retail execution tracking
  • AI-powered image recognition
  • Market intelligence dashboard
Measurable Outcomes

Business Impact

  • Improved retail visibility
  • Increased sales opportunities
  • Better merchandising decisions
  • Enhanced distributor performance
Direct Access

Experience Shelf Share

Explore live public apps, stores, and demo walkthroughs delivered for this client.

Architecture & Features

Platform Capabilities

★

Instant Shelf Share Calculation

Automatically detects product facings and computes precise percentage share of shelf space against competitors.

★

Planogram Compliance Auditing

Compares real shelf layouts against designed planograms to flag missing SKUs or improper eye-level placements.

★

Real-Time Out-of-Stock (OOS) Alerts

Immediately detects empty shelf gaps and sends automated restocking triggers to distributors.

★

Competitor Benchmarking & Pricing

Recognizes competitor packaging, promotion tags, and price stickers to deliver actionable intelligence.

★

Field Merchandiser Mobile App

Offline-capable mobile app with guided photo capture, blur detection, and instant on-device feedback.

★

Executive Market Intelligence Portal

Heatmaps, brand market share trends, store-by-store compliance scores, and territory performance benchmarks.

Technologies & Frameworks

Built using industry-standard modern engineering tools for high scalability, real-time response, and enterprise security.

PyTorch YOLOv8 OpenCV React FastAPI PostgreSQL Flutter AWS S3

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