# ​Enhance Retail Performance: Strategies to Reduce Out-of-Stock Situations and Improve Promotion Execution

AI Image Recognition for CPG In-Store Execution : Snap2Insight - Primo Water Case Study - YouTube

Snap2Insight - Image Recognition AI for Retail Execution Analytics

One of the largest CPGs selling bulk-water came to us with a challenge. Sales were underperforming during a category transition event at a major retailer and they suspected out of stock was the cause. Their challenges were:

- Reducing store level out of stocks
- Improving POS execution
- Driving retailer accountability for category execution

Images were captured by merchandiser partner and their field Reps after every visit. Best Shelf Action recommended targeted product and POS material fixing based on opportunity and what’s available to act now. Corporate insights team used Instant Retail Visibility to quantify lost sales/opportunity analysis and influence the retailer.

- Increased sales due to fixing out of stocks
- Better brand activation with improved POS execution
- Retailer accelerated deleted item sell through

### Case Studies

**Enhancing On-Shelf Availability: Strategies to Fix Out-of-Stocks and Recover Lost Sales**  
[Link to Case Study](/content/resources/case-study/fixing-out-of-stocks-and-recovering-lost-sales/index.html)

**Measuring and driving retail execution outcomes with 3rd party merchandisers**  
[Link to Case Study](/content/resources/case-study/measuring-merchandising-impact/index.html)

**Partnering with Buyer using AI-driven Planogram Reset Analytics**  
[Link to Case Study](/content/resources/case-study/partnering-with-buyer-using-ai-driven-planogram-reset-analytics/index.html)

**Optimizing Retail Execution: Addressing Contracted Fixture Gaps to Drive Significant Sales Growth**  
[Link to Case Study](/content/resources/case-study/visibility-to-contracted-fixture-gaps-drives-huge-sales-lift/index.html)

**Achieving Perfect Store with AI Image Recognition**  
[Link to Case Study](/content/resources/case-study/perfect-store-ai-primo/index.html)

**Enhance Retail Excellence with AI-Driven Shelf-Level Data Insights**  
[Link to Case Study](/content/resources/case-study/achieving-commercial-excellence-with-shelf-level-data/index.html)

**Enhance Field Productivity by Automating Shelf Audits with Snap2Insight's AI Solutions**  
[Link to Case Study](/content/resources/case-study/automating-shelf-audits-boosts-field-productivity/index.html)

**Optimizing Price Compliance and In-Store Promotions: A Snap2Insight Case Study**  
[Link to Case Study](/content/resources/case-study/price-compliance-and-getting-ahead-on-in-store-promos/index.html)

**Improving Out-of-Stock Rates and Planogram Compliance: A Case Study**  
[Link to Case Study](/content/resources/case-study/improving-out-of-stock-and-planogram-compliance/index.html)

Let us show you how to go from concept to results for your Brand in 30 days.