AI Shelf Recognition
Transform store photos into structured shelf intelligence. Automated planogram compliance, share of shelf analysis, and out-of-stock detection — in under 5 seconds.
The Problem
Manual shelf auditing is slow, subjective, and inconsistent. Reps spend 15-20 minutes per store on paper checklists. Results vary between auditors. Data arrives too late to act on.
Zero-Shot Recognition
Upload reference images and start recognizing. No model training, no data science team, no waiting weeks. New products are recognized from day one.
Planogram Compliance
Define expected shelf layouts. AI scores every photo against the plan — position-level violations, compliance percentage, and corrective actions identified automatically.
Competitive Intelligence
AI identifies competitor products alongside your brands. Track share of shelf by brand, category, and shelf position across your entire retail network.
Deep Dive
Product Detection
Identify individual SKUs on crowded shelves with sub-second latency. The model handles occlusion, rotation, and varying lighting conditions common in retail environments.
On-Shelf Availability
Detect out-of-stock and low-stock conditions automatically. Get alerts when shelf gaps exceed thresholds, enabling proactive replenishment before lost sales occur.
Share of Shelf Analytics
Measure your brand's shelf presence as a percentage of total facing counts. Track trends over time and compare across stores, regions, and categories.
Planogram Validation
Define expected shelf layouts and validate every photo against the plan. Get position-level compliance scores and automatic identification of deviations.
Real-Time Processing
Photos are analyzed in under 5 seconds (P95). Results are returned immediately via the API, enabling real-time feedback during store visits.
Offline Capture
Capture shelf photos even without connectivity. Images are queued locally and processed automatically when the device reconnects to the network.
Real-World Use Cases
Field Audit Automation
Replace paper-based shelf audits with a single photo. Reps capture the shelf, and AI returns compliance scores, out-of-stock alerts, and competitor presence — all in seconds.
Competitor Shelf Monitoring
Track competitor brands across your retail network. Measure their share of shelf, identify new product launches, and detect pricing changes at the shelf level.
Planogram Compliance Checks
Validate that retail partners are following agreed shelf layouts. Identify position-level violations and generate corrective action reports for your field team.
API-First Design
Every capability is available through a clean, well-documented REST API. Integrate into your existing workflow in hours, not weeks.
View Full Documentation →Frequently Asked Questions
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