google analytics to sql converter in SQL - Examples & AI Generator

Converting Google Analytics queries into SQL is challenging, especially when translating complex metrics, dimensions, and filters for your own data warehouse. Syntax differences, multiple joins, and logic mapping across platforms add layers of manual effort. AI2sql eliminates the need for coding expertise or cross-platform memorization—just describe your Google Analytics query, and get an instant, production-ready SQL statement.

google analytics to sql converter Syntax in SQL

Replicating Google Analytics reports in SQL involves:

• Mapping GA metrics (like sessions, users, bounce rate) to SQL aggregations (COUNT, SUM, AVG)

• Translating dimensions (date, source, medium) into SELECT fields and GROUP BY clauses

• Applying filters with WHERE conditions

• Building JOINS if your analytics data spans multiple tables

Since SQL has no direct "GA query" function, you’ll work with explicit statements reflecting your data set’s structure—see examples below.

google analytics to sql converter Examples You Can Generate Instantly

1. Sessions Per Day by Source

SELECT visit_date, source, COUNT(DISTINCT session_id) AS sessions
FROM analytics_events
GROUP BY visit_date, source
ORDER BY visit_date DESC;

Scenario: Quickly replicate a Google Analytics report tracking daily sessions by source for your e-commerce site.

2. New vs. Returning Customers

SELECT
  CASE WHEN customer_first_visit = visit_date THEN 'New' ELSE 'Returning' END AS customer_type,
  COUNT(DISTINCT customer_id) AS users
FROM analytics_events
GROUP BY customer_type;

Scenario: Convert the “New vs. Returning Users” Google Analytics report into SQL for customer analysis.

3. Top Products by Conversion Rate

SELECT product_id, product_name,
  SUM(CASE WHEN event = 'purchase' THEN 1 ELSE 0 END) * 1.0 / COUNT(DISTINCT session_id) AS conversion_rate
FROM analytics_events
LEFT JOIN products USING (product_id)
GROUP BY product_id, product_name
ORDER BY conversion_rate DESC
LIMIT 10;

Scenario: Find your highest-converting products, similar to what you’d measure with Google Analytics goals/events tracking.

Looking for more? Generate google analytics to sql converter queries in 10 seconds with AI2sql.

Why Use AI2sql Instead of Manual google analytics to sql converter Coding

• Zero manual syntax mapping: Describe your desired GA report, get correct SQL instantly

• No coding required: Perfect for analysts, marketers, and product managers transitioning to SQL

• Speed: Create ready-to-deploy google analytics to sql converter SQL examples in 10 seconds, not hours

• Trusted by 50,000+ users across 80+ countries

If you need frequent conversions, tools like AI2sql save both time and troubleshooting. Explore more on our Try AI2sql Generator or Learn google analytics to sql converter resources.

FAQ: google analytics to sql converter in SQL

Can SQL fully replicate all Google Analytics reports?

Most standard reports can be replicated, but some Google Analytics features (like enhanced user profiling) may require custom SQL logic or additional data prep.

Do I need to know SQL to use AI2sql's google analytics to sql converter?

No coding required—simply describe your Google Analytics report in plain language and let AI2sql handle the SQL conversion.

How accurate are AI2sql’s google analytics to sql converter SQL examples?

AI2sql uses database-specific syntax and proven patterns for accurate, production-ready queries, but review output for schema-specific adjustments.

Ready to skip manual conversions? Generate Your First Query Now—convert natural language analytics questions into optimized SQL in just 10 seconds with AI2sql!