Case Studies

Real restaurants. Real results.

How Indian restaurants are using digital wallet loyalty programs to drive repeat visits, revenue, and customer engagement.

Stamp Cards

A Mumbai Specialty Coffee Chain

3 locations across Mumbai · Specialty coffee & brunch · Average bill: ₹450

45%
Increase in repeat visits
1,200+
Customers enrolled in 3 months
6.2x
Average visits per enrolled customer

The challenge

This three-outlet specialty coffee brand in Mumbai had a loyal following but no way to measure or encourage repeat visits. They'd tried paper punch cards for over a year, but the redemption rate was under 8%. Customers would lose cards, forget them at home, or simply not bother carrying yet another piece of cardboard. The owners knew their regulars by face but had zero data on visit frequency, spending patterns, or lapse rates.

What they implemented

They launched a digital stamp card program across all three locations. The setup: 8 stamps per card, one stamp per visit (minimum bill of ₹300), reward: any specialty coffee free. They printed QR table tents for each location and added the join link to their Instagram bio.

Staff were briefed in a 10-minute session. The process at the counter: scan the customer's wallet pass, stamp awarded automatically. New customers scan the QR code, card added to their wallet in under 5 seconds.

The results

Within the first month, they enrolled 380 customers across the three outlets. By month three, that number crossed 1,200. The stamp card redemption rate jumped from 8% (paper) to 34% (digital) — a direct result of customers always having their card and seeing their progress on the lock screen.

The biggest surprise was the push notification impact. When they sent a "You're 2 stamps away from your free coffee" notification to customers who hadn't visited in 10+ days, 38% of those customers came back within 72 hours. The previous paper system had no way to even identify these lapsing customers, let alone reach them.

Repeat visit frequency for enrolled customers was 6.2 visits per month vs 2.4 for non-enrolled customers. The program essentially tripled their visit rate among participants.

"We used to hand out 200 punch cards a month and see maybe 15 come back completed. Now every card lives on their phone. The data alone was worth it — we finally know who our regulars actually are."

— Co-founder, Mumbai specialty coffee chain
Points Program

A Delhi Fine Dining Restaurant

Single location in South Delhi · Modern Indian cuisine · Average bill: ₹2,800

2,800
Enrolled customers
68%
Push notification open rate
₹4.2L
Monthly revenue from loyalty members

The challenge

This South Delhi fine dining restaurant had an enviable reputation and a strong weekend crowd, but weekday tables were consistently half-empty. They'd tried Instagram promotions and Zomato Gold partnerships, but those brought deal-seekers who never returned at full price. The owner wanted a system that rewarded genuine repeat customers, not discount hunters.

What they implemented

They chose a points program: 1 point per ₹100 spent, 100 points to redeem for a complimentary signature dessert platter worth ₹1,200. This meant a customer spending ₹2,800 per visit would earn 28 points and hit the reward in roughly 4 visits — perfect for turning a monthly diner into a weekly one.

Enrollment happened primarily through QR codes on the bill folder and a dedicated Instagram Story highlight. The restaurant also trained their host to mention the loyalty program while seating guests. For a fine dining environment, the wallet pass felt premium — far more appropriate than a paper card.

The results

Within 6 months, they enrolled 2,800 customers. The real power came from targeted push notifications. Every Thursday at 5 PM, they'd push a message about the weekend tasting menu or a special wine pairing event. The open rate on these notifications averaged 68% — dramatically higher than their email newsletter (12% open rate) or Instagram Stories (seen by roughly 8% of followers).

Weekday traffic increased by 22% within 3 months. The key tactic: sending a "Double points on Tuesday dinners" notification every Monday evening. This simple mechanic turned their slowest night into their third-busiest.

The segmentation data proved especially valuable. They identified that customers who visited 3+ times in 60 days had an 85% probability of becoming long-term regulars. So they focused push notifications on the "2 visits in 60 days" segment, nudging them toward that critical third visit.

"We stopped chasing new customers on aggregator platforms and started investing in the ones who already love us. The push notification open rates are unreal — our marketing emails don't even come close."

— Owner, South Delhi fine dining restaurant
Prepaid Balance

A Bangalore Cloud Kitchen

Delivery-only brand in Koramangala · South Indian & bowls · Average order: ₹380

40%
Revenue from prepaid loads
₹1,850
Average prepaid load amount
3.8x
Higher order frequency vs non-prepaid

The challenge

Cloud kitchens live and die by repeat orders. This Bangalore-based delivery brand was growing but paying 25-30% in commissions to food aggregator platforms on every order. They wanted to build a direct relationship with their repeat customers and reduce dependency on Swiggy and Zomato. The challenge: without a physical location, there was no counter interaction to hand out loyalty cards or scan passes.

What they implemented

They launched a prepaid balance program with a 10% bonus on every load. Load ₹1,000, get ₹1,100 in credit. Minimum load: ₹500. They promoted it through a QR code printed on every delivery package, a WhatsApp broadcast to their existing customer database, and a pinned post on their Instagram.

The wallet pass showed the customer's current balance, total loaded, and bonus earned. Every time a customer placed a direct order (via WhatsApp or their website), the staff would charge the prepaid balance through the scanner and the customer's pass would update instantly with the new balance.

The results

The prepaid model transformed their business economics. Within 4 months, 40% of total revenue was coming through prepaid balance — orders where the customer had already paid upfront and the cloud kitchen owed zero commission to any platform.

The average load amount was ₹1,850, which at their ₹380 average order value meant roughly 5 guaranteed future orders per load. Prepaid customers ordered 3.8x more frequently than non-prepaid customers. The psychology was simple: once someone has money loaded, they actively choose your brand over competitors because the money is already spent.

The 10% bonus cost was far less than the 25-30% aggregator commission. On a ₹1,000 load, the bonus cost was ₹100 (10%), compared to ₹250-300 they'd pay to Swiggy for the same revenue through the platform. The math was overwhelmingly in their favor.

Push notifications played a supporting role here too. A weekly "Your balance is ₹740 — enough for 2 more meals!" message kept prepaid customers ordering consistently. When balances dropped below ₹500, a "Top up now and get 10% bonus" notification drove reload behavior.

"Prepaid completely changed our unit economics. We went from paying 30% commissions on every order to owning the customer relationship directly. The wallet pass made it feel premium and trustworthy — customers actually prefer loading money with us over ordering through aggregators."

— Founder, Bangalore cloud kitchen

Want results like these?

Setup takes 15 minutes. Your first customers can enroll today.