Comparison

Store Intelligence vs IRI

Price, ratings, monetisation and update history for both apps, side by side — with what reviewers say about each.

Head to head
About

Store Intelligence

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
Read full description

What is Store Intelligence Store Intelligence is the most cost effective, flexible and accurate shelf monitoring solution in the world. Utilizing artificial intelligence, deep learning and product recognition, Store Intelligence implements real-time product analysis and instantly compares it with existing planograms to ensure shelf compliance. By ensuring that products remain in-stock and are positioned on the shelf in the most optimal manner, retailers and brands are able to maximize both sales and profitability. What can Store Intelligence do? - Store Intelligence product recognition model allows us to identify every individual SKU at shelf. - Flexible implementation models: Cell phone, tablet, on-shelf camera, robot. - Store Intelligence works across regular shelf sets as well as end-cap and promotional displays. - Strategic and tactical reporting that allows for shelf compliance opportunity analysis as well as detailed shelf compliance remedy instructions. Benefits of Store Intelligence: - 6% increase in Sales and Profitability - 15% increase in store operations efficiency - 99% product recognition accuracy in 30 days - 100% visibility on shelf management, 24 hours a day

About

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.

Highlights
  • Scan product barcodes
  • Collect in-store product data
  • Assess product performance
  • Improve store performance
  • Job independence
  • Flexible weekly work
Features
Read 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.

Screenshots

Store Intelligence3 screens
IRI3 screens

Verdict

The call

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.

Scored on Price · Rating · Positive reviews · Number of ratings · Update frequency · Ads · In-app purchases · Monetization · Best chart rank · Devices · Requires iOS

CostPrice · In-app purchases · Ads · Monetization

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

ReceptionRating · Positive reviews · Number of ratings

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.

UpkeepUpdate frequency

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

Scorecard5 real differences · 5 level
Store Intelligence versus IRI: the parameters behind the verdict, then further details
ParameterStore IntelligenceIRI
PriceFreeFree
Rating1.8 (40 ratings)3.1 (21 ratings) — better
Positive reviews14.8% of reviews28.6% of reviews — better
Number of ratings40 — better21
Update frequencyWeekly — betterEvery 3 weeks
AdsNoNo
In-app purchasesNoNo
MonetizationPaidFree — better
DevicesiPhone, iPadiPhone, iPod
Requires iOS16.414.7 — better
Further details — not scored
Size224 MB35 MB
Age rating17+4+
DeveloperReTech Labs, IncCircana, Inc.

Customer experience

Store Intelligence

All ratings40 ratings
Positive15.0%
Neutral5.0%
Negative80.0%
Written reviews27 reviews
Positive14.8%
Neutral7.4%
Negative77.8%

IRI

All ratings21 ratings
Positive38.1%
Neutral28.6%
Negative33.3%
Written reviews7 reviews
Positive28.6%
Neutral28.6%
Negative42.9%

In-app purchases

None

Store Intelligence

No in-app purchases

None

IRI

No in-app purchases

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.

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