AI analytics for e-commerce: revenue, repeat purchases and AOV without writing SQL
Updated 2026-09-26
Ask your orders data "revenue by channel, this month vs last?" or "repeat-purchase rate by first-order month?" and Intellrise writes the SQL, draws the chart, pins it to a dashboard, and can email you the numbers as a report every Monday. One person runs it on Pro at $29/month; a team runs it on Team at $100/month for five seats, with every dashboard in one shared workspace.
Start without touching the store database: export your orders to a Google Sheet and connect it.
Sources it connects for e-commerce
- Your store or orders database (PostgreSQL, MySQL).
- A warehouse if you've centralised (Amazon Redshift).
- Spreadsheets and exports (Google Sheets, CSV, Excel) for ad spend or ops.
- Cross-source questions join orders with a marketing sheet in one query.
Questions e-commerce teams ask
- Revenue by month, with this year vs last
- Repeat purchase rate and time-to-second-order by cohort
- Top products by margin, not just units
- AOV by channel, device or discount used
- Which SKUs are trending down over the last 8 weeks
Metrics worth keeping on a dashboard
- Revenue, orders and AOV trends
- New vs returning revenue split
- Contribution margin by category
- Cohort retention and repeat rate
Why it fits e-commerce
Store schemas are full of ambiguous fields — is "revenue" gross or net of refunds? An AI data analyst lets you clarify that once and holds the definition against the source, so later answers reuse it instead of re-guessing. It survives later sessions and a schema refresh. You get the dashboards and exportable reports of a BI tool, without modelling the data first.
Frequently asked questions
Yes — cross-source questions join your orders database with a Google Sheet or CSV of ad spend in one query.
No. On Pro and Team it reads the mechanical layer on its own: which tables are abandoned, which flag means soft-deleted, which total is a line rather than an order. The business meanings only your company holds — whether revenue is net of tax, which of two date columns is the one you mean by "ordered" — you set once in chat, and it keeps the definition, so every later session starts from your answer.
Related
The one-stop AI data analyst that knows your schema.
One place from question to finished work: the SQL, the chart, a dashboard your whole team can open, and a report that emails itself every morning. It learns what your columns mean, so nobody explains a field twice. Start free with one database plus Google Sheets, or take 14 days of Pro with no card.
Every new account starts on a 14-day Pro trial with no card. After it lapses, the free tier stays free.