{
  "template_info": {
    "name": "e-commerce-analytics",
    "version": "1.0.0",
    "description": "Complete e-commerce analytics suite with traffic, conversion, and revenue analysis",
    "estimated_creation_time": "25-30 minutes",
    "complexity": "high"
  },
  "domain": {
    "primary": "e-commerce",
    "secondary": ["digital-marketing", "business-intelligence", "retail-analytics"]
  },
  "apis": [
    {
      "name": "Google Analytics API",
      "url": "https://developers.google.com/analytics",
      "type": "free_premium",
      "auth_method": "oauth2",
      "rate_limit": "50,000 requests/project/day",
      "data_coverage": "Website traffic, user behavior, conversions",
      "priority": 1
    },
    {
      "name": "Stripe API",
      "url": "https://stripe.com/docs/api",
      "type": "free_premium",
      "auth_method": "api_key",
      "rate_limit": "100 requests/second",
      "data_coverage": "Payment data, revenue, subscriptions, customers",
      "priority": 1
    },
    {
      "name": "Shopify API",
      "url": "https://shopify.dev/docs/admin-api",
      "type": "free_premium",
      "auth_method": "oauth2",
      "rate_limit": "40 requests/second",
      "data_coverage": "Products, orders, customers, inventory",
      "priority": 2
    }
  ],
  "analyses": [
    {
      "name": "traffic_analysis",
      "description": "Website traffic and user behavior analysis",
      "metrics": ["Sessions", "Users", "Page Views", "Bounce Rate", "Session Duration", "Traffic Sources"],
      "functions": ["traffic_trends", "source_analysis", "user_behavior", "conversion_funnel"]
    },
    {
      "name": "revenue_analysis",
      "description": "Revenue and financial performance analysis",
      "metrics": ["Total Revenue", "Average Order Value", "Customer Lifetime Value", "Revenue by Product", "Revenue Trends"],
      "functions": ["revenue_breakdown", "aov_analysis", "ltv_calculation", "revenue_forecasting"]
    },
    {
      "name": "cohort_analysis",
      "description": "Customer cohort analysis and retention",
      "metrics": ["Cohort Retention", "Customer Churn", "Repeat Purchase Rate", "Time to Purchase"],
      "functions": ["cohort_retention", "churn_analysis", "repeat_purchase_patterns"]
    },
    {
      "name": "product_performance",
      "description": "Product-level analytics and performance",
      "metrics": ["Product Sales", "Conversion Rate by Product", "Inventory Turnover", "Profit Margins"],
      "functions": ["product_ranking", "inventory_analysis", "profitability_analysis"]
    }
  ],
  "structure": {
    "type": "comprehensive",
    "directories": [
      "scripts/",
      "scripts/utils/",
      "tests/",
      "references/",
      "assets/",
      "data/raw/",
      "data/processed/",
      "dashboards/"
    ],
    "main_files": [
      "fetch_google_analytics.py",
      "fetch_stripe_data.py",
      "fetch_shopify_data.py",
      "analyze_traffic.py",
      "analyze_revenue.py",
      "cohort_analysis.py",
      "product_analysis.py",
      "generate_dashboard.py",
      "utils/data_integration.py",
      "utils/calculations.py"
    ]
  },
  "cache_strategy": {
    "analytics_data": "1 hour",
    "payment_data": "15 minutes",
    "product_data": "30 minutes",
    "calculated_metrics": "6 hours"
  },
  "validation_layers": [
    "api_data_validation",
    "business_logic_validation",
    "data_integration_validation",
    "metric_calculation_validation"
  ],
  "output_formats": ["dashboard", "pdf_report", "api_json", "csv_export", "email_alerts"],
  "dashboard_components": [
    "revenue_overview",
    "traffic_sources",
    "conversion_funnel",
    "top_products",
    "customer_metrics",
    "cohort_heatmap"
  ],
  "example_usage": [
    "Complete e-commerce dashboard for last 30 days",
    "Revenue analysis by traffic source",
    "Customer cohort retention analysis",
    "Product performance ranking",
    "Mobile vs desktop conversion analysis"
  ],
  "installation_requirements": [
    "pip install pandas numpy matplotlib seaborn plotly dash",
    "pip install google-api-python-client stripe shopifyapi",
    "pip install sqlalchemy redis schedule"
  ],
  "authentication_setup": [
    "Google Analytics: OAuth2 credentials",
    "Stripe: API key from dashboard",
    "Shopify: Private app credentials"
  ]
}