Businesses track a lot of engagement metrics (opens, clicks, likes) that feel productive to monitor but say very little about whether a customer will actually come back. A handful of less glamorous metrics turn out to be far better predictors of repeat business. SHUBECCHA's analytics are built around this handful of metrics rather than vanity numbers.
Repeat purchase rate
The percentage of customers who buy again within a defined window is the single most direct measure of whether your relationship-building efforts are working. Unlike revenue, it can't be propped up by a handful of large one-time purchases.
Time between purchases
Watching how the gap between a customer's purchases changes over time flags at-risk relationships before they fully lapse. A lengthening gap is often the earliest warning sign available, well before a customer disappears entirely.
Response rate to lifecycle messages
Whether customers reply to, click, or act on reminders and milestone messages says more about relationship health than whether they opened a promotional blast. A customer who reschedules from a service reminder is meaningfully more engaged than one who merely opened an email. SHUBECCHA tracks this kind of response automatically, across every channel a message is sent on.
Review and referral activity
Customers who take the extra step to leave a review or refer a friend are demonstrating loyalty that's rarely visible in transaction data alone. These are your most engaged customers, and identifying them helps you understand what a great experience actually looks like.
Channel-specific engagement
A customer who reliably reads WhatsApp messages but ignores email isn't disengaged. They're telling you which channel actually reaches them. Tracking engagement per channel, not just in aggregate, prevents a business from wrongly concluding a customer has gone quiet.
What to ignore
Vanity metrics like total follower counts or broad open rates rarely correlate with whether a specific customer will purchase again. They're useful for brand awareness, but not for predicting retention, and shouldn't be the primary metrics guiding lifecycle communication decisions.
Tracking the right handful of engagement metrics, consistently, per customer, turns lifecycle communication from a guessing game into a system you can actually improve over time. That's the system SHUBECCHA is built to be.