Solutions · E-Commerce
Understand customers behind the storefront, and talk to the ones in front of it.
E-commerce teams need better conversations with shoppers and faster action on customer signals. QuerySafe covers both with Buddy, WhatsApp and Agent.
AskWhich customers are most likely to purchase again?
1,204 customers match the pattern of repeat buyers: a second order within 45 days and growing basket size.
- Very likely1,204
- Likely866
- Possible661
- Unlikely457
shop.orders · shop.customers · shop.order_items
Questions teams ask
In e-commerce, the questions change every week.
- AskWhich customers are most likely to purchase again?
- AskWhich products are often bought together but never promoted together?
- AskWhere do first-time buyers drop off before a second order?
- AskWhich categories have rising returns this month?
The problem today
Why e-commerce teams wait for answers
- 01
Every campaign raises new questions
Which customers bought again, which products are bought together, where first-time buyers drop off. Dashboards cover the usual cuts. The new question goes to the analyst queue.
- 02
Customer, order and product data are joined by hand
Answering a cohort question usually means combining order history, catalogue and customer tables, which few people on the team can do.
- 03
Shoppers ask questions too
Customers on the storefront want help finding the right product. Search and filters answer some of that; a conversation answers more.
A working week, before and after
Growth lead
Today
Exports order data and builds a cohort sheet before each campaign.
With QuerySafe
Asks for the audience in plain language and refines it in conversation.
What QuerySafe helps with
Capabilities for E-Commerce
- Understand products and customers.
- Enable conversational discovery.
- Support product recommendations.
- Analyze purchasing behavior.
- Assist customers throughout their journey.
FAQ
E-Commerce: questions buyers ask
Do our people need to know SQL or our table structures?
No. People ask in plain language. QuerySafe works out which tables and fields hold the answer and shows the sources behind the result, so an analyst can still check the logic.
Does it connect to our systems directly?
QuerySafe integrations are configured for each deployment. If data from your store platform, marketing tools or order management system is already available through an approved connection, QuerySafe can work across it. We confirm supported sources and access controls during evaluation.
Is the storefront assistant available?
Yes. QuerySafe Buddy is live for customer-facing websites, and QuerySafe for WhatsApp supports customer conversations in messaging.
Can we check an answer before acting on it?
Yes. Answers are designed to show the data they draw on, so your analyst can verify a surprising number before a campaign goes out.
How do we evaluate it?
Bring the questions your team asks every week and tell us how they are answered today. We walk through your BigQuery data and show how QuerySafe approaches questions like yours. You can request a demo from any page.
Bring your hardest data question.
Tell us the questions your team keeps asking. We'll show you how QuerySafe approaches them.