Why Metrics Matter in Loyalty Programs
Running a loyalty program without measuring it is like running a shop without a cash register—you know activity is happening, but you have no idea whether it is profitable or sustainable. Metrics transform a loyalty program from a gut-feel initiative into a managed, improving system.
RynoWallet's merchant dashboard is built around a specific set of metrics designed to answer the questions that matter most to local merchants: Is my program healthy? Are my customers engaged? Am I issuing coins in a way that is economically sustainable? Are the coins creating real repeat business?
This guide explains each key metric and what to do about it.
1. Coins Issued (Monthly)
What it measures: The total value of RynoCoins or closed-loop coins issued to customers in the current month.
Why it matters: Issuance is the engine of your loyalty program. If issuance is low, it means either you are not issuing consistently (missing transactions) or your customer volume is lower than expected. Consistent, growing issuance is the foundation of every other positive metric.
What to do if it is low: Review whether you are issuing on every transaction. Consider whether your earning rules are set appropriately—if the rule is too stingy (very few coins per transaction), customers may not notice or value the program enough to engage with it.
2. Coins Redeemed (Monthly)
What it measures: The total coins accepted for redemption at your shop in the current month—both from your own customers and from network customers (in Network mode).
Why it matters: Redemption is the evidence that your loyalty program is actually delivering value. Customers who redeem coins are actively engaged. Low redemption relative to issuance could mean customers are accumulating coins but not returning to spend them—which might indicate a longer purchase cycle, insufficient balance, or coins expiring unused.
What to do: If redemption is consistently low relative to issuance, consider reminding customers of their balance at the point of sale, or checking whether your earning rate is high enough to reach meaningful redemption values in a reasonable timeframe.
3. MIR Ratio (Minimum Issuance Ratio)
What it measures: The ratio of coins redeemed at your shop relative to coins you have issued. Expressed as a multiplier (e.g., 0.4x, 1.8x, 2.9x).
Why it matters: This is the network governance metric. It ensures you are contributing to the network in proportion to what you are receiving from it. The limit is 3x—if your MIR reaches 3x, you have redeemed 3 times more value than you have issued, and you need to increase issuance to continue accepting redemptions.
What healthy looks like: Most consistently-issuing merchants maintain an MIR ratio between 0.3x and 1.5x. A ratio below 0.3x may indicate very low customer redemption engagement (coins being earned but not redeemed). A ratio above 2.5x is a warning signal to increase issuance.
What to do: If approaching the 3x limit, increase your issuance immediately. Issue coins on transactions where you previously skipped. Consider temporarily increasing your earning rate to boost issuance volume quickly.
4. Monthly Redemption Used (%)
What it measures: What percentage of your monthly redemption capacity (3x your issuance) has been used in the current month.
Why it matters: This is a forward-looking version of the MIR ratio. If you are at 60 percent of monthly redemption capacity by mid-month, you are on track to approach the limit. This gives you early warning to increase issuance before hitting the cap.
Target: Staying below 80 percent of monthly redemption capacity is a comfortable operating range. This gives buffer for higher-redemption days without risking the 3x cap.
5. Repeat Visit Frequency
What it measures: How often individual customers return to your shop, tracked over rolling 30-day windows.
Why it matters: This is the ultimate measure of loyalty program success. If your customers are visiting more frequently after joining your loyalty program than before, the program is working. Industry benchmark: RynoWallet merchants see a 35 percent average increase in repeat visit frequency.
What to do: Compare individual customer visit frequencies before and after they joined your loyalty program. Customers who show no increase in frequency may need a higher earning incentive or more active redemption prompting.
6. Customer Last Seen (Days Since Last Visit)
What it measures: For each registered loyalty customer, the number of days since their last transaction at your shop.
Why it matters: This is your early churn warning system. Customers who have not visited in 45 to 60 days are at risk of becoming lost. The 90-day coin expiry creates a natural urgency trigger, but proactive re-engagement at 45 days is far more effective than waiting for expiry to do the work.
What to do: Identify customers with 45+ days of inactivity. Reach out personally if you know them. Mention their coin balance. The personal touch combined with a data trigger is a powerful re-engagement combination that quick commerce apps cannot replicate.
7. New Network Customers Acquired
What it measures (Network mode only): The number of unique customers who visited your shop for the first time via network referral—customers whose first coins at your shop came from a redemption of coins earned elsewhere.
Why it matters: This metric quantifies the acquisition value of the coalition directly. Each new network customer is a customer you acquired at zero advertising cost. Tracking this number over time shows you the compounding benefit of network participation as more shops join and more customers enter the coalition.