Data Remaining is a utility app for iOS that tracks and forecasts mobile data usage for users on limited plans.
Product velocity
Maintenance
Daily rank 🇺🇸
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Utilities
Sentiment
4.2
48 reviews
Nemesis
Fragmented field
The App DNA
What makes this app unique?
Users hire this app to avoid carrier overage fees by monitoring their data consumption against custom billing cycles.
For Mobile users on limited data plans who need to monitor consumption and forecast usage to avoid carrier overage fees.
What does it look like?
Key features
Predicts end-of-month data consumption and displays a pace indicator for usage tracking.
Adjusts data tracking to account for specific carrier rollover rules, including custom increment settings.
Displays usage trends, forecasts, and real-time cellular or Wi-Fi traffic data.
How much does it cost?
Freemium model monetizes via ad-inventory on the free tier and conversion to Pro for advanced analytics.
Velocity
Maintenance developmentUX improvementsmonetizationperformanceShow more...
The app ships at a maintenance cadence, with only one version released in the last 16 days. Development is currently focused on refining existing features, such as chart readability and data breakdown, alongside critical stability fixes for background processes. The inclusion of a new one-time purchase plan indicates ongoing monetization efforts despite the low release frequency. The current pace suggests a stable, low-intensity development cycle.
Who built it?
User Sentiment
What do users think recently?
Fresh user feedback skews mixed. Users appreciate the simple and clean interface design provides exactly the functionality users need for basic data tracking.
How are ratings & reviews evolving?
What users say, by theme
- The simple and clean interface design provides exactly the functionality users need for basic data tracking
- Widget content fails to refresh automatically, forcing users to open the app for current data
10 of 10 recent reviews analyzed · moderate confidence · Mixed overall
Read the full review analysisUnlock 2 more frustration themes and 1 user request, each backed by review evidence.
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Competitive landscape for Data Remaining
How's the Utilities market?
Data Remaining maintains a 4.19-star rating across 48 reviews, positioning itself as a niche utility for users requiring granular carrier-specific tracking.
Read the market outlookThe rivals identified
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Access the full report for freeThe Analyst's Read
Key takeaways for Data Remaining
Where is it heading?
Users report: The utility market for data tracking is consolidating around apps that offer high-accuracy carrier alignment. Data Remaining's current posture is exposed: the failure of core monetization features risks long-term viability before the app can scale its user base.
- The latest release added daily usage breakdowns, indicating active feature investment rather than maintenance mode.
- Persistent reports of ad-removal failure erode user trust, which will likely suppress conversion rates for the Pro subscription tier.
The SWOT
- Widget-based traffic visualization provides immediate utility without requiring app launch
- Carryover configuration logic accommodates complex carrier-specific rollover rules
- Implementing user-requested custom threshold alerts would increase the utility for power users
Next best moves
Audit purchase-verification logic because users report ads persist after payment -> restore revenue conversion
+ 1 more prioritized moveThe counter-intuitive read
The persistent ad-removal bug is a strategic risk…
Read the full takeSince the last report: The developer has shifted focus from feature expansion to addressing critical revenue-leakage bugs, specifically targeting the failure of paid ad-removal features.
Bottom line
Data Remaining provides essential tracking for limited-plan users, but the failure of paid ad-removal features and rigid billing-cycle settings undermine the value proposition, so the PM must prioritize fixing the purchase-verification logic to stabilize the revenue funnel.
Unlock 2 critical frictions, 1 market threat, 1 more prioritized move and the analyst’s take.
Access the full report for freeSources
- [1] App Store, source
Report last updated