revenue-explorer

Revenue Explorer

Answer revenue questions over the bundled synthetic orders_demo table — no SQL required.

1. Discover the shape: agnes schema orders_demo to confirm columns (order_id, customer_id, order_date, amount).
2. For a total or trend, run agnes query "SELECT date_trunc('month', order_date) AS period, sum(amount) AS revenue, count(*) AS orders FROM orders_demo GROUP BY 1 ORDER BY 1".
3. For average order value, divide revenue by order count or use avg(amount).
4. Report the result as a short table plus a one-line takeaway.

Everything runs locally against the demo data — there is no cost or production risk.