AI Retail Image Recognition Software for smarter execution

See what’s happening in-store with AI-powered Image Recognition built into your Macmobile field workflow.

Capture a shelf image and turn it into actionable retail execution insights in minutes. Macmobile’s retail image recognition software, powered by Neurolabs Visual AI, analyses shelf presence, pricing and promotional execution, giving your teams the insight to identify issues and act while they’re still in store.

FMCG software solutions reporting screen on phone and FMCG field sales resources

THE CHALLENGE

You can’t improve retail execution you can’t see.

Traditional shelf audits rely on field teams manually capturing product availability, pricing, facings and promotional execution. It takes time, adds unnecessary data entry and delays valuable information from reaching decision-makers. By the time an out-of-stock, incorrect price or missed promotion appears in a report, the opportunity to fix it in-store may already be gone.

Manual shelf audits can mean:

  • Time-consuming data capture 
  • Limited visibility into shelf execution 
  • Missed out-of-stocks and availability gaps 
  • Pricing and promotional compliance issues 
  • Delayed corrective action
Retail Image Recognition Software

HOW IT WORKS

From shelf image to actionable insight in minutes

Turn a shelf image into structured retail execution data as part of your existing Macmobile field workflow.

Macmobile mobile analytics dashboard showing market share by region, sales performance charts and field activity insights

Field teams capture shelf images during their existing store visits.

Neurolabs Visual AI analyses the image and identifies products and shelf conditions.

Detect availability gaps, pricing discrepancies, promotional execution and other key retail conditions.

Receive actionable feedback within minutes, giving teams the opportunity to address issues while they’re still in store.

Receive actionable feedback within minutes, giving teams the opportunity to address issues while they’re still in store.

THE BUSINESS IMPACT

Less time auditing. More time improving execution.

Reduce the manual work behind shelf audits and turn store images into usable data faster, giving teams more time to act on execution instead of capturing it.

Time savings
0 %
Recognition accuracy
0 %
Recognition accuracy
3 min
Recognition accuracy
200 +

PROVEN EXPERTISE. POWERED BY VISUAL AI.

20+ years of route-to-market expertise meets advanced Image Recognition

Macmobile combines more than two decades of route-to-market experience across African markets with Neurolabs Visual AI to bring automated shelf intelligence directly into existing field sales and retail execution workflows.

PROVEN EXPERTISE. POWERED BY VISUAL AI

Frequently Asked Questions

Image Recognition uses Visual AI to analyse shelf images and turn what it sees into structured retail execution data, reducing reliance on manual shelf audits.ile combines more than two decades of route-to-market experience across African markets with Neurolabs Visual AI, bringing automated shelf intelligence directly into existing field sales and retail execution workflows.

It can analyse product availability, shelf presence, pricing, promotional execution and planogram compliance to identify execution gaps that need attention.

Field teams capture shelf images during existing store visits. Neurolabs Visual AI analyses the images and turns them into structured data within the Macmobile workflow.

Actionable feedback can be returned within 3-5 minutes, allowing teams to address execution issues while they’re still in store.

No. It reduces manual shelf-audit work so field teams can spend more time acting on issues and improving retail execution.

Macmobile’s Image Recognition capability is powered by Neurolabs Visual AI and integrated into Macmobile’s route-to-market and retail execution workflows.

TURN SHELF IMAGES INTO ACTION

Ready to see what’s really happening in store?

See your retail execution clearly, powered by AI.

Discover how Macmobile’s AI-powered Image Recognition can reduce manual shelf audits, strengthen retail execution and give your teams the insight to act faster.