E-COMMERCE
AI-Powered SQL for E-Commerce
Help merchandising and growth teams understand customer behavior, track conversions, and optimize inventory.
GET STARTEDAsk in plain English
Your team asks business questions. Limerence generates the SQL.
“What is our cart abandonment rate by device type this week?”
SELECT device_type,
COUNT(CASE WHEN status = 'abandoned' THEN 1 END)::float / COUNT(*) * 100 AS abandon_rate,
COUNT(*) AS total_carts
FROM carts
WHERE created_at >= CURRENT_DATE - INTERVAL '7 days'
GROUP BY device_type
ORDER BY abandon_rate DESC;“Show me the top 10 products by revenue with their return rate”
SELECT p.name, SUM(oi.quantity * oi.price) AS revenue,
ROUND(COUNT(r.id)::float / NULLIF(COUNT(oi.id), 0) * 100, 1) AS return_rate
FROM order_items oi
JOIN products p ON oi.product_id = p.id
LEFT JOIN returns r ON r.order_item_id = oi.id
GROUP BY p.name
ORDER BY revenue DESC
LIMIT 10;“Which customer segments have the highest lifetime value?”
SELECT c.segment, COUNT(DISTINCT c.id) AS customers,
ROUND(AVG(c.lifetime_value), 2) AS avg_ltv,
ROUND(SUM(c.lifetime_value), 2) AS total_ltv
FROM customers c
GROUP BY c.segment
ORDER BY avg_ltv DESC;Compliance & Security
Self-hosted means your data never leaves your infrastructure.
Payment card data stays within your infrastructure. Limerence never touches card numbers.
Customer PII queried locally. Data subject access and deletion requests handled through your existing processes.
Full data inventory visibility. Track what personal information is stored and where.
Speaks your language
Teach Limerence e-commerce terminology so it maps business terms to your actual schema.
customers.lifetime_valueAVG(orders.total)products.skuSUM(order_items.quantity * order_items.price)