Features Users Want Most in Analytics Dashboard Apps

Based on 716 real App Store reviews, here's exactly what users wish Analytics Dashboard apps would build.

5
Missing Features
5
Build Recs
78/100
Opportunity

Most-Requested Missing Features

Features users are literally asking for in their reviews, ranked by demand.

#1: Real-time data visualization

High Demand
"Would be great if it showed real-time data updates."
"Needs to show firebase stats for real-time tracking."

#2: Multi-platform compatibility

Medium Demand
"Doesn't work on iPhone 12 Max."
"Needs a Mac-compatible version of Power BI."

#3: Enhanced user interface

High Demand
"UI makes it impossible to complete tasks."
"The app interface is clunky and outdated."

#4: Expanded reward options

High Demand
"Rewards section isn’t for the US."
"Need more gift card options and support for PayPal."

#5: Offline functionality

Medium Demand
"Need offline access to data and dashboards."
"App should work offline for better accessibility."

Build Recommendations

Prioritized actions based on user demand and market opportunity.

Develop a robust, cross-platform app with seamless integration for iOS and Android.

Enhance the reward system to be transparent and accessible outside the UK.

Implement a real-time data visualization feature with offline capabilities.

Revamp the user interface for better navigation and user experience.

Offer a one-time purchase option alongside subscription models.

Get the Complete Playbook

The full Analytics Dashboard report includes top complaints, UX pain points, pricing intelligence, and detailed competitor weaknesses.

View Full Report — $9.99

30-day money-back guarantee

More Feature Research