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Human-in-the-Loop AI • Hybrid B2B Mobile Growth Platform

Find What's Hurting Your App. Fix What Matters.

AI-powered mobile app audit, verified by senior product specialists. Get a clear App Shine Score™ and a prioritized action plan across ASO, UX, performance, and retention.

Live Demos:
94 Grade A+

Duolingo • Sample Audit

Enterprise Tier • 8 Modules • Multiplatform

Live App Shine Score™ Diagnostic Preview

Download Executive A4 PDF
ASO & Store 95/100
Performance 96/100
UI/UX Vision 94/100
D-30 Retention 97/100
8-Module Sprint 98/100
Top Quick Win: Delay push opt-in to Aha! moment (+35% acceptance)
Click above to explore multiplatform & 8-module audits
Expert-Approved Output
Private & Secure Analysis
Executive-Ready PDF Report
One Unified Framework

One Audit. 8 Strategic Dimensions. One Prioritized Action Plan.

We don't overwhelm you with raw technical diagnostics. AppShiner evaluates your application across 8 vital health and growth dimensions (6 core diagnostic pillars + 2 enterprise execution layers) and translates every finding into an immediate, prioritized roadmap.

📱 Automated

Module 1: ASO & Store Page Optimization

Storefront conversion potential, keyword density, and organic discoverability metrics.

  • Title & subtitle character limit utilization
  • Keyword frequency & semantic search gap analysis
  • Screenshot readability, contrast & visual hierarchy score
  • App icon clarity, contrast and recognition review
🎨 Semi-Automated (AI Vision)

Module 2: Interface & Usability (UI/UX)

Design consistency, cognitive load reduction, and thumb-zone ergonomics across key flows.

  • WCAG AA color contrast and accessibility compliance
  • Button sizing & thumb-zone touch targets
  • Form field friction and cognitive load bottlenecks
  • Typography hierarchy and visual clutter elimination
⚡ Automated

Module 3: Performance & Technical Health

Launch latency, memory stability, and asset optimization benchmarks.

  • First Contentful Paint (FCP) & Largest Contentful Paint (LCP)
  • Cold start initialization & parallel network requests
  • Device memory usage & responsive viewport scaling
  • Asset compression & WebP format optimization tips
🐛 Automated

Module 4: Functionality & User Flow Testing

Core user journey validations, checkout friction, and broken navigation points.

  • Sign-up & authentication journey verification
  • Shopping cart & checkout funnel friction audit
  • Dead buttons, broken deep links & redirection errors
  • Inline input validation & field-level error messages
🚀 Manual / Specialist

Module 5: User Acquisition Strategy

Market positioning, competitor benchmarking, and organic acquisition growth loops.

  • Direct competitor positioning & differentiation matrix
  • Organic install accelerator channels (Growth Loops)
  • In-app review prompt timing for maximum ratings
  • Paywall & free-trial copy CRO recommendations
🔄 Manual / Specialist

Module 6: Retention & Churn Prevention

Onboarding drop-off mitigation, push notification cadence, and gamification loops.

  • Onboarding journey friction & drop-off bottleneck points
  • Push notification permission timing & messaging strategy
  • Gamification, streaks, and user loyalty mechanics
  • Day-1 / Day-7 / Day-30 category benchmark comparisons
🗺️ Enterprise Exclusive

Module 7: 30-Day Growth Sprint Implementation Roadmap

Sequenced week-by-week implementation deliverables, engineering sprints, CRO hypotheses, and marketing targets.

  • Week 1: High-impact UX & paywall drop-off quick-wins
  • Week 2: ASO keyword re-indexing & screenshot A/B testing
  • Week 3: Contextual push trigger & onboarding overhaul
  • Week 4: Cold launch asset tuning & multiplatform parity
📑 Enterprise Exclusive

Module 8: White-Label Agency Export & Senior Consultant Desk

Unbranded investor-ready executive PDF exports plus direct 1-on-1 advisory with senior mobile growth strategists.

  • Unbranded / White-label vector A4 PDF export for agency clients
  • Senior mobile growth strategist commentary & priority review
  • Cross-platform parity synchronization (iOS + Android + Web)
  • Direct Q&A desk with audit author during sprint execution
System Architecture

Human-in-the-Loop AI Workflow

Zero operational friction, enterprise-grade precision in 4 streamlined phases.

1

1. Client Request

Submit your store URL and select your target inspection modules via our self-serve portal.

2

2. Automated Capture

Headless Chromium takes high-res mobile viewports; PageSpeed & ASO scrapers extract real metadata.

3

3. Multimodal AI Analysis

Vision and language models analyze screen ergonomics, friction spots, and generate a draft JSON audit.

4

4. Specialist Review & PDF

Our human product auditor reviews and fine-tunes findings before signing off and publishing to your dashboard.

Real Dogfooding Case Study

We Audited Our Own App: SportScaler

Here is how applying AppShiner's automated diagnostics and senior specialist review lifted App Store score from 71 to 86 and reduced onboarding drop-off by 22%.

⚽

SportScaler Football Tracker

iOS App Store & Google Play • Sports Category

Multiplatform Triad: iOS App Store • Google Play • Web Match Center
Initial Audit
71 /100

Grade B- • 37 UI friction points

+15 PTS
After Optimization
86 /100

Grade A • 8 UX fixes deployed

Paywall Annual CVR Lift +24.2%
Day-7 User Retention 14.1% → 21.8%
Cold Start App Launch 2.6s → 1.2s (-53%)
1. Baseline Diagnostic (v2.3.0 • Score: 71) 2. Certified Re-Audit (v2.4.1 • Score: 86) Live Cryptographic Ledger & Audit Trace (APS-CERT-4073C9E6-V2) →

Exact Actions Implemented from AppShiner Audit: 3 Resolved • 1 Persisting

1. 247 Club Crests Lazy-Loading & Cold Start (ENG-2104) ✅ Resolved

Eliminated eager loading of 247 vector crests on cold start. Network requests dropped from 247 to 38 and initial launch sped up from 2.6s to 1.2s (-53.8%).

2. Simplified Paywall Micro-Copy (GROWTH-1082) ✅ Resolved

Added "Just $0.77/week billed annually" ($39.99/yr) and a "Cancel anytime 24/7" reassuring note directly above CTA button, lifting paywall CVR from 1.94% to 2.41% (+24.2%).

3. Postponed Push Notification Prompt (RET-3041) ✅ Resolved

Moved push permission prompt from initial launch to team selection. Opt-in acceptance surged from 26.8% to 37.0% (+38.1%).

4. Manual Password Inline Validation (FLOW-4012) ⚠️ Persisting

⚠️ Partial / Persisting Defect: Apple & Google SSO added (capturing 42% signups), but manual inline password rule checklist remains missing in v2.4.1, capping score at 86.

Transparent Pricing & Packaging

Choose The Right Audit Tier For Your App

Fixed turnaround times designed to unlock measurable conversion rate improvements.

Automated Quick Scan 1 Business Day

Basic Audit

$99 / one-time
  • ASO & Store Page Optimization
  • Performance & Technical Health
  • Core Functionality & Flow Health
  • UI/UX & AI Vision Scan (Pro Only)
  • Competitor Benchmark Matrix (Pro Only)
  • Prioritized 30-Day Action Roadmap (Pro Only)
Select Basic ($99)
Most Popular
Deep Audit & Action Plan 1 Business Day

Pro Audit

$249 / one-time
  • Everything in Basic Audit
  • UI/UX & Usability Inspection
  • AI Vision Screen & Touch-Target Scan
  • Competitor Benchmark Matrix
  • Multiplatform Duo: iOS + Android or Web Landing Page included
  • Prioritized 30-Day Action Roadmap (What to fix first)
  • Senior Specialist Sign-off & PDF
Start Pro Audit ($249)
Full Strategy & Scale 2 Business Days

Growth Audit

$499 / one-time
  • Everything in Pro Audit
  • Complete Triad: iOS + Android + Web Landing Page
  • User Acquisition Strategy & Organic Loops
  • Retention & Churn Strategy (Push & Gamification)
  • Senior Consultant Growth Notes & Tactics
  • White-Label Agency Client Export
Select Growth Audit ($499)
Continuous Monitoring SaaS

Never Ship a Regressive Update: Version Health Tracker

Store algorithms penalize crashes, slow loading, and broken UX immediately. Get an automated, specialist-verified Health Report every time you release a new App Store/Google Play build.

Auto-audit on every release
Regression radar for speed & CVR
Side-by-side version diff report
$149 / month (cancel anytime)
Start Version Monitoring

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Industry Benchmarks

Benchmark Against Your Specific Category

AppShiner benchmarks your metrics against industry standards collected across millions of sessions.

Category Day-1 Retention Day-7 Retention Day-30 Retention Avg. Store CVR
💳 Fintech & Banking %32.4 %19.1 %12.6 %4.2
🛍️ E-Commerce & Retail %24.8 %11.5 %6.8 %3.6
🌿 Health & Fitness %28.1 %14.2 %7.4 %4.8
🎓 Education & EdTech %27.6 %13.8 %6.2 %5.1
⚡ Productivity & Utilities %25.3 %12.9 %8.1 %3.9
Data source: Aggregated from 140M+ anonymized user sessions across top 250 App Store & Google Play categories (AppsFlyer, Mixpanel & AppTweak 2025 Mobile Benchmarks). Audits compare your app directly to category medians.
Got Questions?

Frequently Asked Questions

Do I need to install any SDK or code in my app?

No! AppShiner operates strictly as a black-box testing platform. You only need to provide your App Store/Play Store link or point us to your target web application.

How does the 'Human-in-the-Loop' audit work?

Our automated headless browser and scrapers extract screenshots and metadata, which are first analyzed by AI models. A senior mobile product auditor then verifies, refines, and enriches the findings in our management portal before publishing.

Can I share the audit PDF with investors or my dev team?

Yes! Every approved audit comes with a beautifully formatted, executive-ready PDF report you can download with one click and present directly to stakeholders.