Food & Beverage / QSR6 Months · ₹25 Lakhs+ spend
Boba Bhai: Scaling Direct-to-Consumer Orders & Multi-Outlet Store Visits for Bubble Tea
Fast-Growing Quick Service Bubble Tea Brand — High customer acquisition cost and low order frequency across newly opened offline quick-service outlets.
Scope:Hyper-Local Meta AdsZomato/Swiggy Ad Sync StrategyInfluencer Spark AdsLoyalty App Acquisition
Turnaround Architecture
Boba Bhai: Before vs. After (6 Months)
Re-engineered Acquisition Engine
Restructured ad groups into exact-match single themes, deployed instant WhatsApp routing, and instituted weekly creative refreshes.
Monthly Direct Orders (Verified)5,740+310%lift
Customer Acquisition Cost (CAC) (Verified)₹105-52%lift
Repeat Order Rate (Verified)44%+175%lift
Instagram Engagement Rate (Verified)7.6%+322%lift
Key Systematic Upgrades Implemented:
Dayparting ads to only run during peak afternoon slump and evening hangout hours increased conversion rate by 54%.
Switching to UGC creator-led unboxing formats outperformed studio graphics by 3.2x.
Verified Proof & Trends
Verified Ad Account Metrics
Boba Bhai: Campaign Scaling Proof
Viewing:All Channels (Omnichannel Rollup)(100% Portfolio Budget)
Total Ad Spend₹25 Lakhs+100% Portfolio Budget
Conversions Growth+310%Total Volume Growth
Cost Per Lead (CPL)-52%Blended Cost Efficiency
Attributed ROAS5.9xBlended Portfolio Return
Conversions (Volume)Cost per Acquisition (CPA)
Omnichannel Multi-Touch Attribution Stack31% Vol
89% Cost
M1
49% Vol
71% Cost
M2
70% Vol
54% Cost
M3
84% Vol
44% Cost
M4
93% Vol
39% Cost
M5
100% Vol
35% Cost
M6
The results
| Metric | Before | After | Change |
|---|---|---|---|
| Monthly Direct Orders | 1,400 | 5,740 | +310% |
| Customer Acquisition Cost (CAC) | ₹220 | ₹105 | -52% |
| Repeat Order Rate | 16% | 44% | +175% |
| Instagram Engagement Rate | 1.8% | 7.6% | +322% |
| Outlet Footfall Index | Baseline | +240% | +240% |
| Blended Delivery ROAS | 2.8x | 5.9x | +110% |
What we were up against
- Bubble tea is an impulse purchase with high visual appeal but low generic search demand.
- Intense competition from established coffee and dessert chains in top foodie neighborhoods.
- High churn rate without continuous creative freshness and flavor rotation.
What I owned
- Visual TikTok/Reels Style Creative Ad Strategy
- Time-of-Day Hyper-Targeted Ad Scheduling (3 PM - 9 PM cravings)
- 1km - 3km Radius Outlet Geo-Targeting
- First-Time Drink Free Voucher Funnel
How I approached each channel
Meta Ads & Instagram Reels
- High-energy ASMR bubble tea preparation videos and taste reaction clips.
- Dynamic location pins for each outlet: Indiranagar, Koramangala, Whitefield, Church Street.
Google Maps & Local Search
- Captured "boba near me", "bubble tea delivery Bangalore", "Korean food snacks".
- Promoted store pins with special "Buy 1 Get 1 on Tuesday" local promotions.
The funnel
Awareness
Generating mouth-watering viral desire among Gen Z and millennial beverage lovers.
Instagram ReelsMeta Spark Ads
- ASMR boba popping reels
- College influencer tasting reviews
- Trend-jacking meme ads
Consideration
Exclusive first-order discount code and new flavor menu explorer.
Meta Story AdsWhatsApp Click-to-Chat
- "Claim 50% Off First Boba" voucher via WhatsApp
- Interactive Flavor Match quiz
Conversion
Direct website/app order or offline outlet counter redemptions.
Delivery AggregatorsDirect Website
- One-click WhatsApp direct ordering
- Zomato/Swiggy deep link redirection with UTM tracking
Who we targeted
Gen Z & College Students
- Age 16-24
- Interests: K-Pop, Anime, Korean drama, Boba tea, Cafe hopping, Fast casual dining
Young Urban Professionals
- Age 24-32
- Afternoon desk snackers, evening hangout crowds in major IT corridors
Proximity Radius
- Users currently located within 2.5km of active Boba Bhai outlets
How it rolled out
Phase 1Month 1-2
Creative Content Factory
- Produced 30+ ASMR and short-form user-generated content (UGC) ad creatives
- Built 2km geo-fenced delivery perimeter ad sets
Phase 2Month 3
Craving Time-Bidding
- Concentrated 70% of daily budget between 3:30 PM and 9:00 PM
- Lowered cost per order to ₹105
Phase 3Month 4-5
New Outlet Launch Blitz
- Launched 3 new physical store locations with "First 100 Get Free Boba" campaigns
- Created 3hr long queues on opening days
Phase 4Month 6
Loyalty & Retention Loop
- Introduced WhatsApp loyalty stamp card, lifting repeat purchases to 44%
What made the difference
- Dayparting ads to only run during peak afternoon slump and evening hangout hours increased conversion rate by 54%.
- Switching to UGC creator-led unboxing formats outperformed studio graphics by 3.2x.
Tools & the bottom line
Meta Ads ManagerInstagram Spark AdsGoogle Local AdsWhatsApp BotMixpanelCanva / Premiere Pro
Scaled monthly orders to 5,740+, cut customer acquisition cost by 52%, and helped turn Boba Bhai into the go-to youth bubble tea destination.
What I'd take from this
- F&B performance marketing lives and dies on sensory creative appeal and razor-sharp dayparting to when hunger and thirst impulses strike.
Want something like this for your brand?
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