246+ iOS apps curated and reviewed
If you already know Shelf Image Recognition, this is the deeper bench. 246+ shelf image recognition apps for iPhone, all reviewed and ranked by user rating, recency, and download trend as of August 2026.
| # | App | Price | Rating | Ads | In-App Purchases | Updated | |
|---|---|---|---|---|---|---|---|
| 1 |  | Free | — | No | No | Jul 2026 | |
| 2 |  | Free | 1.4★ (20) | No | No | Aug 2026 | |
| 3 |  | Free | 4.3★ (2.1K) | No | No | Sep 2026 | |
| 4 |  | Free | — | No | No | Sep 2026 | |
| 5 |  | Free | 5.0★ (1) | No | No | May 2026 | |
| 6 |  | Free | 1.8★ (40) | No | No | Sep 2026 | |
| 7 |  | Free | — | No | No | Sep 2026 | |
| 8 |  | Free | 2.9★ (18) | Yes | Yes | Sep 2026 |
This app uses advanced image recognition to analyze retail shelves. Merchandisers can capture shelf photos to receive reports on stock levels, compliance, and product placement for immediate store improvements.
This app empowers consumer goods manufacturers and retailers to optimize in-store execution. It uses advanced computer vision to analyze store shelves from photos, providing real-time reports on shelf conditions and actionable insights for immediate improvements.
