Customer Insights (AI)

Understand which customers are most valuable to your bakery
Identify customers at risk of leaving and get re-engagement ideas
Segment your customer base to tailor your marketing and service

What is Customer Insights?

Customer Insights is an AI-powered analytics tool that helps you make smarter decisions about customer relationships. Instead of guessing which customers matter most, the system analyzes purchase history, frequency, and spending patterns to show you exactly who your best customers are—and who might be slipping away.

This feature is available on BakeOnyx's Scale tier and includes AI-powered recommendations to help you keep customers coming back.

Accessing Customer Insights

Log in to your BakeOnyx dashboard
Click Customers in the main navigation menu
Select Insights from the submenu

You'll see your Customer Insights dashboard with key metrics and customer segments at a glance.

Customer Insights dashboard showing CLV metrics, churn risk breakdown, and customer segments

Understanding Your Key Metrics

Customer Lifetime Value (CLV)

CLV shows the total revenue you can expect from a customer over your entire relationship with them. BakeOnyx calculates this by analyzing their purchase history and patterns.

High CLV customers are your most valuable—prioritize keeping them happy
Growing CLV means a customer is buying more frequently or in larger quantities
Declining CLV suggests a customer may be reducing their orders

Churn Risk Prediction

The system predicts which customers are at risk of stopping orders. Churn risk is rated as:

Low: Loyal customers with consistent purchase patterns
Medium: Customers showing slight changes in behavior—worth checking in on
High: Customers whose order frequency or size has dropped significantly

Tip: Focus your re-engagement efforts on high-risk customers first. A quick call or special offer can often bring them back before they're gone for good.

Using Customer Segments

Customer Insights automatically groups your customers into five segments based on their behavior:

VIP: Your highest-value customers—treat them like gold
Regular: Consistent, reliable customers who order frequently
Occasional: Customers who buy from you, but not regularly
At-Risk: Customers showing signs they might leave soon
Churned: Customers who haven't ordered in a long time

Click on any segment to see which customers belong to it. This helps you tailor your approach—for example, you might send special offers to Occasional customers to encourage more frequent orders, or reach out personally to At-Risk customers.

Note: Customer Insights updates automatically as new orders are created. Check back weekly to stay on top of trends and catch at-risk customers early.

Getting AI-Powered Re-engagement Suggestions

The Scale tier includes AI-powered recommendations for bringing back at-risk and churned customers. These suggestions are based on:

What products they've ordered before
When they typically place orders
How long it's been since their last purchase
Seasonal patterns in your bakery's business

Look for the Re-engagement Suggestions section on the Insights dashboard. You can use these ideas to craft personalized outreach—whether that's a special discount on their favorite item, a reminder about a seasonal product, or a "we miss you" message.

Making Data-Driven Decisions

Use Customer Insights to inform your business strategy:

Plan promotions: Target Occasional and At-Risk segments with offers designed to increase order frequency
Allocate resources: Focus extra attention on VIP customers to maintain their loyalty
Spot trends: Notice if a particular product drives high CLV, and make sure you're stocking it
Timing: Use churn risk data to reach out proactively before customers stop ordering

Warning: Don't rely on insights alone. Always combine data with your personal knowledge of your customers. A customer showing medium churn risk might simply be on vacation or in a slow season for their business.

Next Steps

Creating a New Order — Log orders as you fulfill them to keep your insights data accurate
Using the Calendar — Schedule follow-ups with at-risk customers
Using Bake Buddy (AI Assistant) — Get AI help drafting re-engagement messages