Use Cases Automate visual audits for retail

Automate visual audits for retail

Turn store photos into accurate, structured audit data in minutes. Detect planogram compliance, product availability, pricing, promotions, POSM, share of shelf, and competitor presence across all your stores.

10x faster audits

Replace manual work with AI automation

High accuracy

Computer vision tuned for retail execution

Consistent results

Standardized checks across all stores

Actionable insights

Spot issues and fix execution gaps faster

Retail shelf stocked with juice products
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Detected audit items

1 Planogram compliance Compliant
2 Price check Match
3 Out of stock Issue
4 Promotion compliance Compliant
5 Share of shelf Good
6 Shelf tag presence Good
7 Competitor presence Detected
Overall score 88% Good
View full audit report →

1. Capture store photos

Upload photos from any store, any device.

Drag & drop images here

or click to browse

24 photos uploaded

2. AI analyzes & detects

Our AI models detect objects and audit criteria.

Product detection

Identify SKUs, facings, and availability

Planogram compliance

Compare actual vs expected layout

Price & promotion check

Verify prices, promotions, and tags

POSM & display detection

Detect signage, wobblers, and displays

Competitor detection

Identify competing brands and share

3. Get structured audit results

Clean, structured data & insights ready to act.

Audit score by store

88%

Good

Top issues

1

Out of stock

12% of stores

2

Price mismatch

8% of stores

3

Promotion missing

15% of stores

StoreAudit ScoreOOS SKUsPrice MatchPromo Compliance
Store 00192%198%100%
Store 00285%395%80%
Store 00378%590%60%

Export data

CSV, XLSX, PDF
API integration

📈

Integrate & act

Connect to your dashboards and workflows

What you can achieve

Improve execution

Ensure planograms, pricing, and promotions are in place

Increase availability

Reduce out of stocks and capture more sales

Grow market share

Track share of shelf and competitor activity

Drive accountability

Standardize audits and improve field productivity

Make data-driven decisions

Turn real-time insights into actionable outcomes