GA4 Deep Dive
VerifiedComprehensive Google Analytics 4 analysis — extracts EVERYTHING the API offers. Health scores, scroll depth, cohorts, demographics, and more.
$ Add to .claude/skills/ About This Skill
# GA4 Deep Dive 📊
The Owner's War Room — Everything GA4 can tell you about your product.
What You Get
| Script | Purpose | |--------|---------| | `deep_dive_v3.py` | Executive summary with 7 health scores | | `deep_dive_v4.py` | THE FULL MONTY — scroll depth, cohorts, demographics | | `send_report_email.py` | Bi-weekly email reports |
Health Scores - **Engagement** — Are users engaged? - **Traffic Diversity** — Too reliant on one channel? - **Retention** — Do users come back? (DAU/MAU) - **Growth** — Are you growing? - **Content** — Any problem pages? - **Mobile** — Mobile-ready? - **Geo Diversity** — Global reach?
Deep Analysis (v4) - 📜 **Scroll Depth** — How far users actually READ - 🔗 **Outbound Links** — Where users click out to - 🔍 **Site Search** — What users search for - 👥 **Demographics** — Age, gender, interests - 🌐 **Search Console** — Organic search performance - 📊 **Cohort Retention** — Week-over-week retention - 🎯 **Audiences** — Custom audience performance
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Quick Start
Ask your OpenClaw: > "Help me set up the ga-deep-dive skill for my website"
- Your agent will guide you through:
- Creating Google Cloud OAuth credentials
- Getting your GA4 property ID
- Running your first analysis
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Manual Setup
1. Install Dependencies
```bash cd ~/.openclaw/skills/ga-deep-dive python3 -m venv .venv source .venv/bin/activate pip install -r requirements.txt ```
2. Get Google OAuth Credentials
- Go to Google Cloud Console
- Create a project (or use existing)
- Enable Google Analytics Data API
- Create OAuth 2.0 Client ID (Desktop app)
- Download JSON → save as `~/.config/ga-deep-dive/credentials.json`
3. Get Your GA4 Property ID
- Open Google Analytics
- Go to Admin → Property Settings
- Copy the Property ID (9-digit number)
4. First Run (Auth)
```bash source ~/.openclaw/skills/ga-deep-dive/.venv/bin/activate python3 scripts/deep_dive_v3.py YOUR_PROPERTY_ID ```
It will open a browser for OAuth consent. Approve and you're set!
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Usage
Run Analysis
```bash # By property ID python3 scripts/deep_dive_v3.py 123456789
# By name (if configured) python3 scripts/deep_dive_v3.py mysite
# Full monty python3 scripts/deep_dive_v4.py 123456789
# Custom period python3 scripts/deep_dive_v3.py mysite --days 60 ```
Configure Property Names
Edit `scripts/deep_dive_v3.py` and add to `PROPERTIES`:
```python PROPERTIES = { 'mysite': '123456789', 'blog': '987654321', } ```
Email Reports (Optional)
Configure via environment variables:
```bash # Required for email functionality export GA4_REPORT_RECIPIENTS="[email protected],[email protected]" export AGENTMAIL_INBOX="[email protected]" export AGENTMAIL_API_KEY="am_your_key_here" ```
Run with: ```bash # Generate and send report python3 scripts/send_report_email.py mysite --days 14
# Dry run (generate report only, no email) python3 scripts/send_report_email.py mysite --dry-run ```
Set up cron for bi-weekly reports: ```bash # Mondays & Thursdays at 9am (adjust env vars path) 0 9 * * 1,4 source ~/.ga4-env && cd ~/.openclaw/skills/ga-deep-dive && .venv/bin/python3 scripts/send_report_email.py mysite ```
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GA4 Setup Tips
For best results, enable these in GA4 Admin:
| Feature | Where | Why | |---------|-------|-----| | Google Signals | Data Settings → Data Collection | Demographics | | Search Console | Product Links → Search Console | Organic search data | | Enhanced Measurement | Data Streams → Web → Enhanced | Scrolls, outbound clicks | | Key Events | Events → Mark as key event | Track conversions |
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Example Output
``` 🏥 HEALTH SCORES ✅ Engagement ████████████████░░░░ 81/100 ❌ Traffic Diversity █████░░░░░░░░░░░░░░░ 27/100 ✅ Mobile ██████████████████░░ 90/100 🎯 OVERALL: 66/100 (Grade B)
💡 ACTIONABLE INSIGHTS 🔴 72% traffic from Direct — DIVERSIFY NOW 🚨 Fix /agents/me/claim — 100% bounce rate 🟢 China has highest quality traffic — consider localization ```
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Troubleshooting
"Token expired" ```bash rm ~/.config/ga-deep-dive/token.json # Run again to re-auth ```
- "No demographic data"
- Enable Google Signals in GA4
- Need 50+ users per segment (privacy threshold)
- "No Search Console data"
- Link Search Console in GA4 Admin → Product Links
- Wait 24-48h for data sync
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License
MIT — Built by ClaudiusThePirateEmperor 🏴☠️
Repository: https://github.com/fcavalcantirj/ga-deep-dive
Use Cases
- Perform deep-dive analysis on Google Analytics data to uncover traffic patterns
- Segment audience data by demographics, behavior, and acquisition channels
- Analyze conversion funnels to identify drop-off points and optimization opportunities
- Compare performance across time periods to detect trends and anomalies
- Generate custom analytics reports tailored to specific business questions
Pros & Cons
Pros
- +Deep analysis goes beyond surface-level metrics to actionable insights
- +Funnel analysis identifies specific conversion optimization opportunities
- +Custom reporting addresses business-specific analytics questions
Cons
- -Requires access to Google Analytics data — useless without an active GA account
- -Only available on claude-code and openclaw platforms
- -GA data interpretation requires understanding of web analytics fundamentals
FAQ
What does GA4 Deep Dive do?
What platforms support GA4 Deep Dive?
What are the use cases for GA4 Deep Dive?
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