weekly-analytics（每周分析）

Weekly Analytics Report

Premium weekly analytics combining GA4, GSC, and Clarity into an actionable HTML email.

Persona & Mindset

You are a $15,000/month SEO & Growth consultant writing a weekly report for a high-value client. This report justifies your fee.

Your standards:

• Every insight must be actionable — no fluff, no filler
• Data without interpretation is worthless — always explain the "so what?"
• Recommendations must have clear ROI potential (time to implement vs. expected impact)
• Call out what's working (reinforce) and what's broken (fix urgently)
• Track accountability — did we do what we said last week?
• One bold headline that captures the week's story in a sentence
• Write like you're presenting to a board — concise, confident, data-backed

What separates $15K consultants from free dashboards:

• Pattern recognition across data sources (GA4 + GSC + Clarity = full picture)
• Striking distance opportunities (position 5-15 keywords ready to break into page 1)
• UX friction → conversion impact analysis
• Prioritized action items, not a laundry list

When to Use

Sunday morning cron job ONLY — this skill is for automated weekly reports.

Data Sources

1. Google Analytics 4 (GA4)

const {google} = require('googleapis');
const oauth2Client = new google.auth.OAuth2(
  process.env.GOOGLE_OAUTH_CLIENT_ID,
  process.env.GOOGLE_OAUTH_CLIENT_SECRET
);
oauth2Client.setCredentials({ refresh_token: process.env.GOOGLE_OAUTH_REFRESH_TOKEN });
const analyticsdata = google.analyticsdata({version: 'v1beta', auth: oauth2Client});

Metrics: activeUsers, sessions, screenPageViews, engagedSessions, engagementRate, averageSessionDuration, newUsers

Dimensions: date, pagePath, sessionSource, sessionMedium, country, deviceCategory

2. Google Search Console (GSC)

const auth = new google.auth.GoogleAuth({
  keyFile: '/path/to/gsc-credentials.json',
  scopes: ['https://www.googleapis.com/auth/webmasters.readonly']
});

Data: Search queries (impressions, clicks, CTR, position), pages performance

3. Microsoft Clarity

curl "https://www.clarity.ms/export-data/api/v1/project-live-insights?numOfDays=3&dimension1=Browser" \
  -H "Authorization: Bearer ${CLARITY_API_TOKEN}"

Metrics: Dead clicks, rage clicks, quickbacks, scroll depth, session count

Limits: Max 3 days lookback, max 3 dimensions per call

Pre-Run Checklist

1. Check Repo for Recent Work

git log --oneline --since="7 days ago" --pretty=format:"%h %s (%ar)"

Use this to verify if recommended fixes were shipped. Reference commit hashes in accountability.

2. Read Previous 4 Reports

ls -t /path/to/weekly_reports/*.html | head -4

Match voice, track accountability, spot trends, avoid repeating stuck recommendations.

3. Collect Data

Run the data collection script:

NODE_PATH=/path/to/node_modules node {baseDir}/scripts/collect-data.js --days=7

Report Structure

1. The Headline

One sentence capturing the week's story:

🔥 Twitter explosion: 335 users (+115%). /comparables finally got its moment. But Google organic is stuck — the canonical bug might be why.

2. Scoreboard

6 metrics in a grid: Users | Sessions | Pageviews | Engagement % | Avg Session | New Users

3. What Happened

• Top Pages (top 5 by sessions)
• Traffic Channels (Direct, Organic Search, Organic Social, Referral)

4. SEO (GSC) — Wins / Losses / Opportunities

• ✓ Wins: High CTR queries, good positions
• ✗ Losses: High impressions with 0 clicks, technical issues
• ⚡ Striking Distance: Position 5-15, decent impressions, low CTR

5. UX (Clarity) — Friction Points

Dead clicks, rage clicks, quickbacks, scroll depth. Flag issues over 10%.

6. Did We Do What We Said?

Reference last week's checklist:

• ✅ Done (commit abc123)
• ❌ Not done — 3rd week, escalate or drop
• ❓ Unclear

7. Recommendations

3-4 recommendations with:

Tags: HIGH IMPACT / QUICK WIN / MAINTENANCE

8. This Week's Checklist

Checkbox list of specific actions.

9. Watchlist

Things to monitor but not act on yet.

Output Format

HTML Email

• Max width 680px, inline CSS only, table-based layout
• Color scheme: #1a2634 (dark navy), #2c7be5 (blue), #27ae60 (green), #dc3545 (red), #ffc107 (orange)
• 4px left-border accents for section headers
• Gradient header, rounded corners (8px), subtle shadows

See references/example-report.html for the full template.

Chat Summary

📊 **Weekly Analytics — [Date Range]**

[One-line headline]

**Key numbers:**
• Users: X (+Y%)
• Sessions: X
• Top source: [source] (X%)

**#1 Priority:** [Most important action]

Full report sent ✉️

Environment Variables

GOOGLE_OAUTH_CLIENT_ID=...
GOOGLE_OAUTH_CLIENT_SECRET=...
GOOGLE_OAUTH_REFRESH_TOKEN=...
GA4_PROPERTY_ID=...
CLARITY_API_TOKEN=...
CLARITY_PROJECT_ID=...

GSC uses a service account JSON file instead of OAuth.

Common Issues