# Store Intelligence vs IRI

The clearest difference is rating: IRI at 3.1 against Store Intelligence's 1.8. IRI also leads on monetization model (free vs paid) and review sentiment (29% vs 15%). Store Intelligence's advantage is update cadence (weekly vs every 3 weeks). On price, ratings volume, ads and in-app purchases there is nothing between them.

Both are free to download. Neither carries in-app purchases, so what you see is what you pay.

IRI holds the better App Store score, 3.1 against 1.8. Both are backed by a comparable volume of ratings — 40 and 21 respectively. Written reviews point the same way: 15% of Store Intelligence's written reviews are positive against 29% of IRI's.

Store Intelligence ships an update weekly, IRI every 3 weeks. The most recent releases landed on October 1, 2026 and October 2, 2026 respectively.

## The numbers

| Metric | Store Intelligence | IRI |
| --- | --- | --- |
| Price | Free | Free |
| Rating | [1.8 (40 ratings)](https://appshunter.io/ios/app/store-intelligence/id1439035482/reviews) | **[3.1 (21 ratings)](https://appshunter.io/ios/app/iri-data-collection/id1599573538/reviews)** |
| Number of ratings | **40** | 21 |
| Positive reviews | 14.8% of reviews | **28.6% of reviews** |
| In-app purchases | No | No |
| Ads | No | No |
| Update frequency | **Weekly** | Every 3 weeks |
| Monetization | Paid | **Free** |
| Size | 224 MB | 35 MB |
| Requires iOS | 16.4 | **14.7** |
| Devices | iPhone, iPad | iPhone, iPod |
| Age rating | 17+ | 4+ |
| Developer | [ReTech Labs, Inc](https://appshunter.io/developer/1121913396) | [Circana, Inc.](https://appshunter.io/developer/925641919) |

## What reviewers say

### Store Intelligence

[App page](https://appshunter.io/ios/app/store-intelligence/id1439035482)

This app provides real-time shelf monitoring using AI and deep learning to ensure product compliance with planograms. It helps retailers and brands optimize product placement and stock levels to increase sales and profitability.

**Highlights:** Real-time product analysis, AI-powered product recognition, Planogram comparison, Flexible implementation (phone, tablet, camera, robot), End-cap and promotional display support, Strategic and tactical reporting

**Features:** macOS Compatibility, Vision Pro support

**In-app purchases:** none


### IRI

[App page](https://appshunter.io/ios/app/iri-data-collection/id1599573538)

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.

**Highlights:** Scan product barcodes, Collect in-store product data, Assess product performance, Improve store performance, Job independence, Flexible weekly work

**Features:** Vision Pro support

**In-app purchases:** none


## Frequently asked questions

### Is Store Intelligence free?

Store Intelligence is free to download, with no in-app purchases.

### Is IRI free?

IRI is free to download, with no in-app purchases.

### Which has better reviews, Store Intelligence or IRI?

IRI is rated higher. Store Intelligence averages 1.8 out of 5 from 40 ratings, while IRI averages 3.1 from 21 ratings.

### Do Store Intelligence or IRI have ads?

Neither Store Intelligence nor IRI shows ads.

### Which is updated more often, Store Intelligence or IRI?

Store Intelligence ships an update weekly, and IRI every 3 weeks. Most recently, Store Intelligence was updated on October 1, 2026 and IRI on October 2, 2026.

---

*Compared by [AppsHunter](https://appshunter.io/) from daily US App Store data. Review summaries are generated from verbatim App Store reviews.*