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Fix Stuff AI Repair Assistant vs its rivals

Side-by-side comparison against Fix Stuff AI Repair Assistant's closest competitors: identity, store metrics, ratings & sentiment, and strategic intel.

Fix Stuff AI Repair Assistant
This App
Pocket Laser Level 360
Peer
Pedal Builder
Peer
Bosch Toolbox
Peer
Color Name AR
Peer
Build Specs
New Kid
Core Identity
DeveloperAndreas MuchNikita ChizhovJohn TomsRobert Bosch Power Tools GmbHVlad PolyanskiyLuke Kazmierowicz
CategoryProductivityUtilitiesUtilitiesUtilitiesUtilitiesUtilities
PlatformiOSiOSiOSiOS, AndroidiOSiOS
Store Metrics
Rating0.0 / 54.6 / 50.0 / 54.7 / 54.4 / 50.0 / 5
Ratings Count027806818,1960
PriceFreeFree$1.99FreeFreeFree
Release DateJan 13, 2026May 2, 2023May 23, 2023Jan 31, 2012Aug 14, 2014Apr 29, 2026
Last UpdatedMar 3, 2026Mar 18, 2026May 23, 2023Jan 27, 2026Jan 10, 2024May 5, 2026
Sentiment & Reviews
Sentiment---positivenegative-
Score---65/10035/100-
Praises---
  • Comprehensive unit conversion tools provide professional utility for construction and engineering workflows
  • Intuitive interface design makes complex measurement tasks accessible for field work
  • Color identification accuracy provides significant utility for colorblind users in daily creative tasks
  • Integration with standard color registries allows professionals to map physical objects to specific codes
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Complaints---
  • Forced migration to a new platform causes connectivity loss for existing hardware users
  • Hardware pairing failures and unstable Bluetooth connections disrupt professional diagnostic workflows
  • Aggressive subscription prompts interrupt the user experience every few minutes during active scanning sessions
  • Inaccurate color recognition results frequently misidentify basic hues like blue or green as unrelated colors
  • Critical UI elements and settings menus remain unresponsive on tablet devices following the latest update
-
Requests----
  • Addition of a color mixing feature to help users understand how to create specific shades
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Strategic Intel
Strengths
  • AI diagnosis engine maps visual input to verified repair manuals
  • Multi-source manual integration reduces search friction for DIYers
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  • Bluetooth-based tool inventory functions as a B2B hardware-lock-in mechanism
  • Editors' Choice-level utility in unit conversion sustains daily usage frequency
  • Pantone color scheme assistant establishes category authority
  • Live view recognition engine drives daily active usage
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Weaknesses
  • Subscription price exceeds value for infrequent users
  • 3-repair free limit restricts top-of-funnel conversion
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  • Forced migration to new platforms causes connectivity loss for existing hardware users
  • Hardware pairing failures disrupt professional diagnostic workflows
  • Aggressive subscription prompts disrupt core scanning workflow
  • Inaccurate recognition engine misidentifies basic hues
  • Unresponsive UI elements on tablet devices
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Pricingsubscriptionfreepaidfreefreefree
MomentumMaintenance--MaintenanceZombie-
Update Cadence1 versions--2 versions, ~15d avg1 versions, 1 majors/6mo-

Compare Fix Stuff AI Repair Assistant head-to-head

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

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