Something went wrong!
Hang in there while we get back on track
Mobile App Navigation Executive Report
Demonstrates generating an executive-focused research report from 12 user interviews about mobile app friction points. Includes quantified findings (83% nav issues, 75% deep nesting), prioritized recommendations, and methodology section.
Input
What you provide to the skill
I conducted 12 user interviews about mobile app navigation. Create an executive summary report highlighting friction points and key recommendations.
Output
What the skill generates for you
Mobile App Navigation Research Report
Date: December 2025 | Participants: 12 mobile app users
Executive Summary
Three critical navigation friction points emerged from 12 user interviews:
1. Bottom navigation bar obscures critical content
10/12 participants (83%) reported losing visibility of key UI elements behind the bottom nav, especially form submission buttons and content footers. Users described “scrolling back and forth trying to find the button.”
2. Deep nesting prevents easy backtracking
9/12 participants (75%) expressed frustration with multi-level navigation structures requiring repeated “back” taps to reach commonly-accessed sections. Average taps to return to home from deep screens: 4.2 taps.
3. Unclear visual hierarchy causes wrong-path navigation
11/12 participants (92%) tapped incorrect navigation items at least once during typical workflows due to similar visual treatment of primary vs. secondary actions.
Key Recommendation: Implement collapsible bottom nav, reduce navigation depth to maximum 2 levels, and establish clear visual distinction between primary and secondary navigation elements.
Key Findings
Finding 1: Bottom Navigation Obscures Content
Data:
- 10/12 (83%) experienced content obscured by bottom nav
- Most common: form submit buttons, pagination controls, content footers
- 7/12 (58%) attempted workarounds (pinch-to-zoom, landscape mode)
Quotes:
“I kept scrolling trying to find the submit button, then realized it was hidden behind the menu bar.” - P04
“Why is the most important button in the worst place?” - P09
Implication: Implement context-aware collapsing nav that hides on scroll-down, reveals on scroll-up.
Finding 2: Deep Navigation Hierarchies Frustrate Users
Data:
- 9/12 (75%) expressed frustration with navigation depth
- Average taps to return home from deepest screen: 4.2
- 6/12 (50%) requested “breadcrumb” or “home” quick-access
Quotes:
“I had to tap back, back, back, back just to get to the main screen. Give me a home button!” - P07
“I felt lost in the app. Couldn’t remember how many levels deep I was.” - P11
Implication: Flatten information architecture to maximum 2-level depth; add persistent “Home” icon.
Finding 3: Visual Hierarchy Causes Mis-Taps
Data:
- 11/12 (92%) tapped wrong navigation element at least once
- Primary confusion: tabs vs. buttons vs. navigation items
- Average time to recover from wrong path: 18 seconds
Quotes:
“Everything looks the same. I thought that was a button, but it took me to a completely different section.” - P02
“The icons all blend together. I can’t tell what’s important.” - P08
Implication: Establish visual design system with clear distinction: primary actions (filled buttons), secondary actions (outlined), navigation (icon + label).
Finding 4: Gesture Conflicts Create Accidental Actions
Data:
- 7/12 (58%) accidentally triggered navigation via unintended gestures
- Most common: swipe-to-go-back conflicting with carousel swipes
- 4/12 (33%) disabled gestures entirely in OS settings
Quotes:
“I was swiping through photos and it kept taking me back to the previous screen.” - P05
“I turned off swipe navigation because it kept messing up when I used the app.” - P12
Implication: Implement gesture zones - only left 20% of screen triggers back gesture; carousel consumes swipes in center 80%.
Finding 5: Search Discoverability Is Low
Data:
- 8/12 (67%) didn’t realize search functionality existed
- Average time to locate search icon: 8.3 seconds (for those who found it)
- 5/12 (42%) requested “better way to jump to specific content”
Quotes:
“Wait, there’s a search feature? Where is it?” - P03
“I wish I could just search for what I need instead of clicking through menus.” - P10
Implication: Elevate search to top navigation bar; consider adding search shortcut to home screen.
Finding 6: Tab Persistence Causes Confusion
Data:
- 9/12 (75%) confused when returning to tab mid-scroll/deep-in-flow
- Expected behavior: return to tab’s “home” state
- Actual behavior: tab remembers scroll position and sub-navigation
Quotes:
“I tapped the home tab and it showed me something from 10 minutes ago, halfway down the page.” - P06
“Tabs should reset when you tap them again. That’s how other apps work.” - P09
Implication: Implement “tap-to-reset” behavior - tapping active tab scrolls to top and resets to tab home state.
Finding 7: No Visual Feedback on Active Tab
Data:
- 10/12 (83%) couldn’t identify current tab at a glance
- Common complaint: “subtle highlighting doesn’t stand out”
- 6/12 (50%) tapped current tab repeatedly, expecting different result
Quotes:
“I couldn’t tell which tab I was on. They all look the same unless you really stare at them.” - P01
“Make the active tab more obvious. I kept tapping thinking it wasn’t selected.” - P11
Implication: Increase active state contrast - use color fill, bold text, and icon weight change.
Recommendations
High Priority (Q1 2026)
- Auto-hiding bottom navigation - Affects 83% of users; implement scroll-aware collapse/reveal. Target: Sprint 1.
- Visual hierarchy redesign - Affects 92%; establish 3-tier design system (primary/secondary/tertiary). Target: Sprint 2.
- Flatten navigation structure - Affects 75%; audit IA and reduce to max 2-level depth. Target: Sprint 3.
Medium Priority (Q2 2026)
- Gesture zone optimization - Affects 58%; limit back-swipe to left 20% of screen.
- Tab reset behavior - Affects 75%; implement tap-active-tab-to-reset pattern.
- Active tab visual enhancement - Affects 83%; increase contrast and visual weight.
Low Priority (Backlog)
- Search promotion - Affects 67%; move search to top nav or add dedicated tab.
- Breadcrumb navigation - Consider for complex flows; add “Home” quick-access button.
Methodology
Approach: Semi-structured user interviews with task-based scenarios
Participants: 12 mobile app users
- iOS users: 7
- Android users: 5
- Tenure: 3-18 months (avg: 8.5 months)
- Usage frequency: 3x/week to daily
Data Collection:
- 30-minute remote video sessions
- Screen recording with think-aloud protocol
- Post-task satisfaction ratings (1-10 scale)
- Open-ended friction point discussion
Analysis: Thematic coding of transcripts, frequency analysis of pain points, severity weighting based on task completion impact.
Limitations: Small sample size (n=12); qualitative focus limits statistical generalization; self-reported data subject to recall bias.
Appendix
Representative Quotes by Theme
Navigation Depth Frustration:
“Every time I want to go back to the main screen, I feel like I’m climbing out of a hole.” - P07
“The app needs a panic button that just takes me home.” - P03
Visual Clarity:
“I can’t tell buttons from links from tabs. It’s all just stuff on the screen.” - P02
“Other apps use color to show me where I am. This one doesn’t.” - P08
Content Obscuring:
“Half the time, the thing I need to tap is hiding behind the menu bar at the bottom.” - P04
“I started using landscape mode just to see the full screen.” - P12
Gesture Conflicts:
“The app fights with my muscle memory. Swiping does different things in different places.” - P05
“I’m scared to swipe because I don’t know if it’ll go back or scroll.” - P10
Participant Demographics
| ID | Platform | Tenure | Usage Frequency | Primary Use Case |
|---|---|---|---|---|
| P01 | iOS | 12mo | Daily | Content browsing |
| P02 | Android | 6mo | 3x/week | Task completion |
| P03 | iOS | 8mo | Daily | Social features |
| P04 | Android | 5mo | 2x/week | Shopping |
| P05 | iOS | 15mo | Daily | Media consumption |
| P06 | Android | 4mo | 4x/week | Productivity |
| P07 | iOS | 10mo | Daily | Communication |
| P08 | iOS | 7mo | 3x/week | Information lookup |
| P09 | Android | 18mo | Daily | Content creation |
| P10 | iOS | 3mo | 2x/week | Research |
| P11 | Android | 9mo | 5x/week | Multi-purpose |
| P12 | iOS | 11mo | Daily | Entertainment |
Task Completion Metrics
| Task | Success Rate | Avg Time | Friction Points |
|---|---|---|---|
| Navigate to Settings | 92% | 12s | Deep nesting (2), unclear path (3) |
| Submit form | 75% | 45s | Obscured button (10), validation errors (4) |
| Return to home | 100% | 18s | Excessive taps (9), no shortcut (6) |
| Find specific content | 67% | 52s | No search (8), unclear categories (7) |
| Switch between tabs | 100% | 6s | State confusion (9), visual clarity (10) |
About This Skill
Transform raw user research (interviews, surveys, notes) into polished stakeholder-ready reports with synthesis, visualizations, and prioritized recommendations.
View Skill DetailsMore Examples
Enterprise Survey Report with Statistical Validation
Demonstrates research-team focused output with comprehensive statistical methodology including ANOVA, correlation analysis, NPS calculations, and reliability testing. Features 7 data-driven findings with effect sizes and confidence intervals.
Multi-Source Onboarding Research Synthesis
Shows synthesis across 3 research methods (18 interviews, 350 survey responses, 8 usability tests) for a product team audience. Features cross-study triangulation, statistical validation, and implementation-focused recommendations with timelines.