GA & Search Improve · AI Website Analytics Optimization

Analyze website data via Google Search Console and Google Analytics 4 APIs, automate site audits, and generate data-driven improvement reports with prioritized action items.

GitHub MIT Open Source License

Six Analysis Dimensions

SEO Analysis

Analyze CTR, rankings, impressions, and index coverage using GSC data for search engine optimization insights.

Performance Analysis

Evaluate LCP, INP, CLS, TTFB and other Core Web Vitals through PageSpeed Insights.

Content Strategy

Combine GA4 and GSC data to analyze page views, user engagement, and content gaps.

User Experience

Use GA4 data to analyze bounce rate, session duration, device segmentation and user behavior.

Conversion Analysis

Leverage GA4 data for funnel analysis, landing page conversion rates, and conversion path optimization.

Technical Audit

Check meta tags, JSON-LD structured data, robots.txt, sitemaps, and accessibility.

Workflow

1

Data Collection

Automatically collect GSC and GA4 data via API (or manual CSV export).

2

Multi-Dimension Analysis

Comprehensive analysis across SEO, performance, content, UX, conversion, and technical dimensions.

3

Live Audit

Screenshot websites, run PageSpeed Insights, extract SEO metadata, and review source code.

4

Generate Report

Produce comprehensive improvement report with P0-P3 prioritized action items and execution roadmap.

Data Collection Modes

Recommended

API Auto Collection

Requires Google Cloud Service Account. ~10 min initial setup, most comprehensive data coverage.

Manual CSV Export

No setup needed. Export CSV files from GSC/GA4 manually. Data scope depends on exports.

Browser Audit Only

No configuration needed. Technical audit only — great for quick checks on basic site issues.

Output

Generates a structured improvement report containing:

  • Data Overview — Key metrics and trend summary
  • Prioritized Actions — P0-P3 levels with data evidence and expected impact
  • Detailed Analysis — Deep analysis organized by six dimensions
  • Execution Roadmap — Week-by-week implementation plan

Installation

Terminal
$npx skills add morvanzhou/data-driven-product

Run this command in your terminal, or simply ask your AI assistant to execute it.

Frequently Asked Questions

Analyzes across six dimensions: SEO, Performance, Content Strategy, User Experience, Conversion Analysis, and Technical Audit. Generates comprehensive improvement reports with prioritized action items.

Encountered other problems or suggestions? Have a bug or suggestion? Drop us an email.

Email Us

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