A bistro that opened in Izmir Karsiyaka in February 2027 ran an opening campaign offering automatic 20% off on first QR scan. Six months later the data is clean: discounted first-visitors returned an average of 4.2 times, non-discounted only 1.6. Lifetime value tripled.
Data: 380 customers tracked over 6 months
The bistro tracked 380 first-time QR-menu visitors at the table level. 191 customers received automatic 20% off on their first check (control group: 189). Result: discount group made 802 total visits in 6 months, control group 302. The frequency gap is statistically obvious.
Average first-check value was 340 TL in the discount group (down from 480 TL list price) vs 475 TL in control. But over 6 months, discount-group customers spent an average of 1,428 TL each, control group 760 TL. Net win per customer: 668 TL.
CLV math: loss 28 TL, gain 668 TL
Margin loss on first visit: 480 TL × 20% = 96 TL gross. With a 35% food cost ratio, the actual net loss is only 28 TL per customer. Negligible against the 668 TL extra revenue from repeat visits.
Critically: 68% of discounted customers paid full price on their second visit. The discount didn't create habit-dependency; it just lowered the trial barrier. Classic "foot-in-the-door" effect from behavioral economics, validated on restaurant data.
How to deploy with QR menu: 3 steps
To set up this campaign in thMenu:
- Define a "First Visit 20%" campaign in the campaigns panel, enable unique tracking by phone or device ID.
- Auto-banner on QR scan screen: "First time here? Show this code at checkout for 20% off."
- POS reads the code, system checks first-visit status, applies discount automatically.
FAQ
Does the discount percentage matter — 15% vs 25%? In the Karsiyaka test, 15% group dropped to 2.9 return visits, 25% reached 4.4 — very close to 20%. 20% is the sweet spot between margin protection and conversion.
Is there fraud risk? Device ID + phone number pairing prevents reuse. Across 380 customers in 6 months, only 4 retry attempts were detected (1%).
What restaurant types does this work for? Casual dining, bistros, cafes — segments expecting repeat visits. For fine dining or one-shot tourist spots the CLV math doesn't work; the discount is just lost revenue.
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