Smithery Logo
MCPsSkillsDocsPricing
Login
Smithery Logo

Accelerating the Agent Economy

Resources

DocumentationPrivacy PolicySystem Status

Company

PricingAboutBlog

Connect

© 2026 Smithery. All rights reserved.

    MadAppGang

    analytics-interpretation

    MadAppGang/analytics-interpretation
    Data & Analytics
    219
    1 installs

    About

    SKILL.md

    Install

    Install via Skills CLI

    or add to your agent
    • Claude Code
      Claude Code
    • Codex
      Codex
    • OpenClaw
      OpenClaw
    • Cursor
      Cursor
    • Amp
      Amp
    • GitHub Copilot
      GitHub Copilot
    • Gemini CLI
      Gemini CLI
    • Kilo Code
      Kilo Code
    • Junie
      Junie
    • Replit
      Replit
    • Windsurf
      Windsurf
    • Cline
      Cline
    • Continue
      Continue
    • OpenCode
      OpenCode
    • OpenHands
      OpenHands
    • Roo Code
      Roo Code
    • Augment
      Augment
    • Goose
      Goose
    • Trae
      Trae
    • Zencoder
      Zencoder
    • Antigravity
      Antigravity
    ├─
    ├─
    └─

    About

    Interpret GA4 and GSC data with benchmarks, status indicators, and actionable insights

    SKILL.md

    plugin: seo updated: 2026-01-20

    Analytics Interpretation

    When to Use

    • Analyzing content performance reports
    • Understanding traffic patterns
    • Interpreting search console data
    • Making data-driven content decisions
    • Explaining metrics to stakeholders

    Metric Benchmarks

    Google Analytics 4 (GA4)

    Metric Good Warning Poor Action When Poor
    Avg Time on Page >3 min 1-3 min <1 min Improve content depth, add multimedia
    Bounce Rate <40% 40-70% >70% Add internal links, improve intro hook
    Engagement Rate >60% 30-60% <30% Review content quality, add CTAs
    Scroll Depth >75% 50-75% <50% Add visual breaks, improve structure
    Pages/Session >2.5 1.5-2.5 <1.5 Improve internal linking

    Google Search Console (GSC)

    Metric Good Warning Poor Action When Poor
    CTR >5% 2-5% <2% Improve title/meta description
    Avg Position 1-3 4-10 >10 Strengthen content, build links
    Impressions Trend Growing Stable Declining Refresh content, target new keywords
    Mobile Usability PASS - FAIL Fix mobile issues immediately
    Core Web Vitals GOOD NEEDS_IMPROVEMENT POOR Optimize performance

    Interpreting Combined Signals

    Traffic Quality Matrix

                        High Engagement
                              │
               ┌──────────────┼──────────────┐
               │  HIDDEN GEM  │   STAR       │
               │  Low traffic │   High traffic│
               │  High quality│   High quality│
               │  → Promote   │   → Maintain  │
    Low ───────┼──────────────┼──────────────┼─── High
    Traffic    │              │              │   Traffic
               │  UNDERPERFORM│   LEAKY      │
               │  Low traffic │   High traffic│
               │  Low quality │   Low quality │
               │  → Rework    │   → Optimize  │
               └──────────────┼──────────────┘
                              │
                        Low Engagement
    

    Search Intent Alignment

    GSC Signal GA4 Signal Interpretation
    High impressions Low clicks Title/meta mismatch with intent
    High CTR High bounce Content doesn't deliver on promise
    Low CTR High engagement (when clicked) Hidden gem, improve snippet
    Growing impressions Stable clicks Ranking improving, CTR opportunity

    Score Calculation Methodology

    Content Health Score (0-100)

    health_score = (
        engagement_score × 0.30 +
        seo_score × 0.30 +
        ranking_score × 0.20 +
        trend_score × 0.20
    )
    

    Component Calculations:

    engagement_score = normalize(
        time_on_page_score × 0.4 +
        bounce_rate_score × 0.3 +
        scroll_depth_score × 0.3
    )
    
    seo_score = normalize(
        ctr_score × 0.4 +
        position_score × 0.4 +
        impressions_growth × 0.2
    )
    
    ranking_score = normalize(
        avg_position × 0.5 +
        visibility_score × 0.3 +
        keyword_coverage × 0.2
    )
    
    trend_score = normalize(
        traffic_trend × 0.4 +
        ranking_trend × 0.3 +
        engagement_trend × 0.3
    )
    

    Score Interpretation

    Score Rating Status Action
    90-100 Excellent Performing optimally Maintain, minor tweaks
    75-89 Good Solid performance Optimize weak areas
    60-74 Fair Room for improvement Address key issues
    40-59 Poor Underperforming Major revision needed
    0-39 Critical Failing Complete overhaul

    Trend Analysis

    Week-over-Week Comparison

    | Metric | This Week | Last Week | Change | Status |
    |--------|-----------|-----------|--------|--------|
    | Sessions | 1,245 | 1,180 | +5.5% | ↑ GROWING |
    | Avg Position | 4.2 | 4.8 | +0.6 | ↑ IMPROVING |
    | CTR | 2.8% | 2.6% | +0.2pp | ↑ IMPROVING |
    | Bounce Rate | 42% | 38% | +4pp | ↓ DECLINING |
    

    Interpreting Trends

    Trend Pattern Interpretation Recommended Action
    ↑↑↑ All metrics up Content gaining momentum Double down, create related content
    ↑↓↑ Mixed signals Transition period Monitor closely, identify cause
    ↓↓↓ All metrics down Content declining Urgent refresh needed
    →→→ All flat Plateau reached Experiment with new angles

    Anomaly Detection

    Significant Change Thresholds

    Metric Significant Change Alert Level
    Traffic ±30% WoW HIGH
    CTR ±1pp WoW MEDIUM
    Position ±5 positions HIGH
    Bounce Rate ±10pp WoW MEDIUM

    Common Anomaly Causes

    Anomaly Possible Causes
    Sudden traffic drop Algorithm update, technical issue, competitor
    CTR spike SERP feature win, seasonal interest
    Position fluctuation Google testing, competitor changes
    Engagement drop Content staleness, UX issue

    Output Templates

    Metric Summary Card

    ## {Metric Name}
    
    **Current Value**: {value}
    **Benchmark**: {benchmark}
    **Status**: {GOOD|WARNING|POOR}
    **Trend**: {↑|→|↓} ({change}% vs last period)
    
    **Interpretation**: {1-2 sentence explanation}
    
    **Recommended Action**: {specific action if needed}
    

    Executive Summary

    ## Content Performance Summary
    
    **Overall Health**: {score}/100 ({rating})
    
    ### Key Wins
    - {positive finding 1}
    - {positive finding 2}
    
    ### Concerns
    - {issue 1}
    - {issue 2}
    
    ### Priority Actions
    1. {highest priority action}
    2. {second priority action}
    3. {third priority action}
    
    Recommended Servers
    Google Analytics
    Google Analytics
    Supermetrics
    Supermetrics
    Clarity AI
    Clarity AI
    Repository
    madappgang/claude-code
    Files