How FieldEye Works: Turning Shelf Photos Into Instant Retail Intelligence
- Prakash Dhoot
- Dec 6, 2025
- 2 min read
Updated: Dec 8, 2025
In retail, what happens on the shelf decides what happens in sales. Yet understanding what’s really going on inside thousands of stores has always been slow, manual, and fragmented. FieldEye changes this by transforming simple shelf photos into powerful insights within seconds. Here’s a look at how it works behind the scenes.

Step 1. Capture Images Through Any Channel
Field teams don’t need new tools or complicated apps. FieldEye integrates seamlessly with the platforms your teams already use-WhatsApp, Salesforce, Bizom, or any frontline CRM.A salesperson simply selects their location, clicks a photo of the shelf, and sends it. That’s all.
Step 2. AI Processes Every Image Within Seconds
Once the image is received, FieldEye’s proprietary engine gets to work.The AI detects:
Product facings
Brand presence
Out-of-stocks
Pricing
Planogram compliance
Competitor share
Display quality
Even in general trade stores, cluttered shelves, or low-light conditions, FieldEye maintains a high recognition accuracy of 90–95%.
Step 3. Data Is Translated Into Actionable Insights
After processing, FieldEye converts the raw visual data into clear metrics your business needs, such as:
Brand share vs. competition
Shelf visibility and position
Price variances
Stock gaps
Execution compliance
No spreadsheets. No waiting for end-of-week manual reports. Insights appear almost instantly.
Step 4. View Insights on the Dashboard or Your Own System
Brands can use FieldEye’s intuitive dashboard to monitor performance across cities, outlets, and teams.But if you already have internal dashboards, no problem-FieldEye can push structured data via secure API or webhook so your BI team can blend it with sales, distributor, or inventory data.
Step 5. Drive Faster Action and Better Execution
With real-time visibility, your teams can:
Fix compliance gaps on the spot
Correct pricing issues immediately
Close stock-outs before they hurt sales
Improve retailer discussions with data
Track interventions and measure lift
This turns field execution from reactive to proactive-and the results include 35-45% visibility improvement, 20% better compliance, and 8-12% sales lift in priority categories.