Ask your ecommerce data anything. Get answers you can trust.
Nupanch helps Shopify and DTC brands get instant answers from their business data. Built on governed metrics, business context, and trusted analytics foundations — so teams can move from questions to decisions faster.
Book a Demo →Revenue was down 18.6% yesterday compared to the previous day.
The decline was primarily driven by fewer orders, lower average order value, and weaker sales from high-performing product categories.
- Fewer orders-14.2%
- Lower AOV-5.1%
- Top-performing SKUs-8.7%
Some of our customers
Teams use Nupanch to bring cleaner data, trusted reporting, and faster business answers into their ecommerce workflows.






Your dashboards answer what happened. Your team still has to figure out why.
Ecommerce teams already have reports, dashboards, GA4, Shopify, ad platforms, and spreadsheets. But the real business questions still take hours of manual analysis.
Nupanch turns business questions into trusted answers.
Ask questions in plain English and get answers grounded in your actual data model, definitions, and ecommerce logic.
Business-context-aware AI
Understands your metrics, exclusions, channels, products, and customer segments.
Governed metric definitions
Revenue, orders, CAC, ROAS, contribution margin — defined once and used consistently.
Ecommerce-specific analysis
Built for questions around products, cohorts, repeat purchase, campaigns, profitability, and growth.
Questions your team can finally answer faster
Not another hallucinating AI layer.
Most AI analytics tools fail because they sit on messy data. Nupanch sits on clean ecommerce pipelines, governed metric definitions, business rules, semantic context, and analyst-reviewed logic.
So the answer is not just fast. It is explainable.
Clean data foundation
Connect Shopify, GA4, ad platforms, and your warehouse.
Governed metrics
Define business metrics once and use them consistently.
Trusted AI answers
Ask plain-English questions and receive contextual answers with caveats.
Built for growing Shopify and DTC brands
Nupanch is best for teams that have enough data to ask deeper questions, but not enough time to manually analyze every trend.
Built by people who have built ecommerce data stacks.
Nupanch has spent years building pipelines, warehouses, dbt models, dashboards, attribution logic, and business reporting for ecommerce brands.
Want to see what your data could answer?
Book a short demo and we’ll show how Nupanch can help your team ask better questions and get trusted answers faster.
Book a Demo →