IRI - Data Collection vs its rivals

Side-by-side comparison against IRI - Data Collection's closest competitors — identity, store metrics, ratings & sentiment, and strategic intel.

DomainDig
New Kid
Core Identity
DeveloperCircana, Inc.TerraGoDirect Cursus Computer Systems TradingArthur Eduardo Skaetta Alvarez Desenvolvimento de Software LTDA.EntrupyASAP SystemsJones Lang LaSalle IncorporatedCaterpillar Inc.Universe EventsChristian Cleberg
CategoryBusinessBusinessBusinessBusinessBusinessBusinessBusinessBusinessEntertainmentUtilities
PlatformAndroid, iOSiOS, AndroidiOS, AndroidiOSiOSiOS, AndroidiOS, AndroidiOS, AndroidiOSiOS
Store Metrics
Rating3.1 / 55.0 / 53.5 / 54.1 / 54.1 / 52.8 / 52.5 / 52.2 / 53.6 / 55.0 / 5
Ratings Count214243962213112
PriceFreeFreeFreeFreeFreeFreeFreeFreeFreeFree
Release DateMay 13, 2022Apr 30, 2017Apr 17, 2023Mar 20, 2024Dec 15, 2017Mar 7, 2022Aug 24, 2017Sep 9, 2013Oct 14, 2015Mar 22, 2026
Last UpdatedApr 20, 2026Aug 28, 2018Jan 13, 2026May 4, 2026May 11, 2026Apr 29, 2026Apr 1, 2026Jan 30, 2026Apr 22, 2026Apr 10, 2026
Sentiment & Reviews
Sentimentmixed----negativemixedterriblemixed-
Score45/100----25/10050/10015/10045/100-
Praises
  • The scanning interface provides a fast and efficient workflow for daily data collection tasks
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  • Quick turnaround on technical fixes restores core inventory management functionality for mobile users
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  • Specific industrial hardware components like brass rings for heavy machinery are found within the app
  • Efficient ticket scanning and on-site sales functionality drive positive event day experiences
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Complaints
  • Audio playback from external music apps stops abruptly when the scanner triggers inventory sounds
  • System instability causes frequent application crashes and unexpected device restarts during active scanning sessions
  • Update and synchronization loops prevent users from accessing the application to perform their jobs
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  • System instability and frequent application crashes disrupt daily inventory management workflows for business users
  • Inaccurate data syncing and random inventory disappearance erode trust in the core business platform
  • Slow processing speeds and sluggish interface responsiveness hinder professional productivity during peak usage
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  • Data synchronization failures and crashes during field inspections prevent reliable information storage
  • Communication channels for technical support are broken and return bounce messages
  • Camera interface lacks necessary editing tools for efficient field documentation
  • Immediate application crashes following recent updates prevent core ticket scanning tasks
  • Account authentication and login errors create significant friction for event organizers
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Requests-----
  • Clearer account creation pathways for new users to access the platform functionality
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  • Integration with Apple Wallet for ticket storage and retrieval functionality
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Strategic Intel
Strengths
  • Proprietary retail data integration provides unique market intelligence for enterprise clients
  • Distributed workforce model reduces labor overhead via independent contractor scheduling
  • NMEA-compliant GPS reporting functions as a technical barrier for general-purpose form builders
  • ArcGIS integration provides deep-tier interoperability for engineering workflows
  • Deep integration with Yandex Tickets infrastructure
  • Specialized digital certificate verification capability
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  • AI-driven vision engine replaces subjective human expertise
  • Financial guarantee on certificates functions as a trust-based B2B distribution moat
  • Offline-first scanning enables deployment in remote warehouse environments
  • Configurable asset tracking workflows provide flexibility for enterprise-specific needs
  • Integrated JLL facility management ecosystem
  • QR/NFC-based request trigger mechanism
  • Enterprise-grade work order routing logic
  • Standardized equipment-family inspection forms facilitate resale value consistency across the dealer network.
  • CWS authentication gatekeeps proprietary inventory management within the authorized dealer network.
  • Multi-device synchronization enables high-volume throughput at large-scale events
  • Integrated door-sales functionality captures incremental transaction volume
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Weaknesses
  • 0.56★ Android-iOS rating gap indicates inconsistent platform stability
  • Frequent application crashes during scanning sessions disrupt the primary data-collection workflow
  • Zero ratings on Android platform
  • No major iOS update since 2018
  • Legacy UI design limits user adoption
  • Zero consumer brand recognition
  • No batch-scanning capability for high-volume entry
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  • External contract gating creates friction for new users
  • Manual photo capture process lacks the speed of barcode-based competitors
  • 2.57 rating on Android indicates poor stability
  • Frequent data-syncing errors erode trust in core business operations
  • Slow interface responsiveness hinders field productivity
  • 2.5-star iOS rating indicates poor interface reliability
  • Lack of automated diagnostic data
  • High manual entry requirement
  • 2.15-star rating baseline indicates severe reliability issues.
  • Broken support email channels prevent user feedback loops.
  • Frequent application crashes during field inspections cause data loss.
  • 3.6★ rating reflects recurring post-update stability issues
  • Account authentication friction creates significant barriers for event-day staff
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Pricingfreefreemiumfreefreefreemiumpaidsubscriptionfreefreemiumfree
MomentumMaintenanceZombieMaintenance-MaintenanceMaintenanceMaintenanceMaintenanceIntense-
Update Cadence2 versions, ~1d avg2 versions, ~2375d avg2 versions, 2 majors/6mo, ~0d avg-1 versions2 versions, 1 majors/6mo, ~0d avg2 versions, ~125d avg2 versions, ~1d avg5 versions-

Compare IRI - Data Collection head-to-head

Disclosure: Independent intel to help mobile builders succeed.

AI-powered analysis with editorial review, built from publicly available sources. Marlvel.ai is not affiliated with, endorsed by, or sponsored by IRI - Data Collection, its developer, the app publisher, Apple, or Google Play. All trademarks, logos, and screenshots referenced remain the property of their respective owners.

Data licensed under CC-BY-NC 4.0