IRI vs Pensa Systems
Price, ratings, monetisation and update history for both apps, side by side — with what reviewers say about each.
IRI
This app allows field service representatives to scan product barcodes in grocery stores. The collected data helps assess and improve product and store performance, offering job independence and flexible work.
- Scan product barcodes
- Collect in-store product data
- Assess product performance
- Improve store performance
- Job independence
- Flexible weekly work
Read full descriptionHide full description
Having been to the grocery store, you know it’s packed with products! ScanScape goes into these types of stores to collect information on the products it sells. Using a mobile phone app, our Field Service Representatives scan barcodes throughout the store for products on display and in-aisle. This data is then used to assess, compare and improve product and store performance. Being an FSR offers job independence and flexible weekly work.
Pensa Systems
This application uses patented computer vision and AI to capture highly accurate videos of retail shelf conditions, identifying out-of-stocks. It digitizes shelves to provide actionable business insights for operational and strategic decision-making.
- Accurate retail shelf condition capture
- Identifies out-of-stocks
- AI and computer vision processing
- Digitizes shelves for insights
- Select specific retail stores
- Scan associated shelves
- Track upload progress
Read full descriptionHide full description
Pensa Systems’ mobile application quickly and efficiently captures highly-accurate videos of retail shelf conditions such as total category out-of-stocks. Pensa’s patented computer vision and advanced Artificial Intelligence models process the videos to digitize the shelves and produce actionable operational and strategic business insights. Mobile application users can easily identify the specific retail store for which they need to capture shelf data within the application. Users can then identify the associated shelves within that store for which they need to collect video scans. Users can also locate products and shelves on the store checklist under “Product Scans” and can check the progress of their uploads from the “Uploads” tab.
Screenshots
Verdict
The clearest difference is rating: Pensa Systems at 4.0 against IRI's 3.1. Pensa Systems also leads on review sentiment (50% vs 29%). IRI's advantage is iOS requirement (14.7 vs 16.0). On price, ratings volume, update cadence and ads there is nothing between them.
Scored on Price · Rating · Positive reviews · Number of ratings · Update frequency · Ads · In-app purchases · Monetization · Best chart rank · Devices · Requires iOS
Both are free to download. Neither carries in-app purchases, so what you see is what you pay.
Pensa Systems holds the better App Store score, 4.0 against 3.1. Both are backed by a comparable volume of ratings — 21 and 12 respectively. Written reviews point the same way: 29% of IRI's written reviews are positive against 50% of Pensa Systems's.
Both ship on a similar rhythm, roughly every 3 weeks. The most recent releases landed on July 7, 2026 and September 8, 2026 respectively.
| Parameter | IRI | Pensa Systems |
|---|---|---|
| Price | Free | Free |
| Rating | 3.1 (21 ratings) | 4.0 (12 ratings) — better |
| Positive reviews | 28.6% of reviews | 50.0% of reviews — better |
| Number of ratings | 21 — better | 12 |
| Update frequency | Every 3 weeks | Every 3 weeks |
| Ads | No | No |
| In-app purchases | No | No |
| Monetization | Free | Free |
| Devices | iPhone, iPod | iPhone, iPad |
| Requires iOS | 14.7 — better | 16.0 |
| Further details — not scored | ||
| Size | 35 MB | 65 MB |
| Age rating | 4+ | 4+ |
| Developer | Circana, Inc. | Pensa Systems |
Customer experience
IRI
Pensa Systems
In-app purchases
IRI
No in-app purchases
Pensa Systems
No in-app purchases
