Understanding via User Persona
Meet Riya Agarwal, a Mumbai millennial stuck in post monsoon traffic, late for her gig. While others honk helplessly, she grins - taps Rapido.
In 90 seconds, Captain Arjun zooms in on his neon-green bike , dodging gridlock like a pro.
YAY! Riya arrives 20 mins early, hair windswept but victorious.

Founded in 2015, Rapido is India's top low-cost mobility platform, transforming urban travel. It has grown quickly to service more than 100 cities in 24 Indian states.
Why Rapido rules the roads:
Whether it's a daily commute, last-mile connectivity, or quick errands, Rapido offers a budget-friendly and convenient alternative to cabs and autos as well. It connects users with verified captains making urban mobility hassle free.

For Rapido, the Frequency-based engagement framework is the best fit, as the core value of Rapido lies in providing quick, affordable, and reliable transportation for daily commutes and errands. Below model explains well:

Why Frequency Works Best for Rapido
Why Not the Depth and Breadth?
By focusing on frequency as the primary metric and breadth as a secondary measure, Rapido can optimize its engagement strategy to cater to its high-frequency user base while encouraging broader adoption of its services.
Actions That Make Someone an Active User of Rapido
1. Books at least 3 rides within the first 10 days - Power User/Core User
2. Uses Rapido for daily commutes for 5+ days a week - Core User
3. Refers a friend and completes a ride using referral benefits within 15 days - Core User
4. Books rides across multiple vehicle types (bike, auto, cab) within the first 15 days - Power User
5. Takes at least one ride per week consistently for a month - Casual User
Natural Frequency of Active Users as per User Segments:
- Casual User: 1-2 rides per week
- Core User: Daily rides (5-7 times a week)
- Power User: Multiple rides per day (10+ rides a week)
Active users of Rapido are those who frequently engage with its core value proposition of affordable, quick, and reliable transportation, with varying levels of intensity based on their commuting needs and habits.
Using the same one as described earlier :)


Well those seems to be some fancy terms, lets see here in Rapido case, how can we define it:

Well from above all context, we can say -
Champions and Loyalists drive frequent usage and revenue, while Casual and Tier-2 users need re-engagement strategies to boost retention and usage frequency.
Answer the list of questions in the project guide to determine your hook. This is not a compulsory section; you can opt for it or always revisit it later.
Write down or mention at least 5 engagement campaigns to drive engagement.
Goal: Drive recurring revenue and retention for frequent riders.
Success Metric:
Frequent users (e.g., gig workers, daily commuters) face high costs with pay-per-ride models, leading to price fatigue and potential churn.
Current Alternative:
Summary: A subscription plan offering unlimited bike/auto rides up to 15 km/day at a fixed monthly price.
Detailed User Flow:
Metrics to Track:
Ramp-Up Milestones:
Goal: Increase daily engagement and habit formation.
Success Metric:
Casual users lack incentives to book rides consistently, leading to sporadic usage.
Current Alternative:
Summary: Gamify daily usage with streak-based cashback rewards.
Metrics to Track:
Ramp-Up Milestones:
Goal: Cement dominance in tier-2/3 cities with guaranteed service.
Success Metric:
Tier-2 users face unreliable alternatives (e.g., local autos) and fear surge pricing during peak hours.
Current Alternative:
Summary: Guaranteed availability and fixed pricing in tier-2 cities, even during peak hours.
Detailed User Flow:
Metrics to Track:
Ramp-Up Milestones:
By aligning hooks with core user needs (affordability, engagement, reliability), Rapido can drive retention and outpace competitors.
Now lets see the Engagement campaigns
Segmentation: Power Users (Gig Workers) and Core Users (Daily Commuters)
Goal: Boost subscription adoption for Rapido Plus
Pitch/Content: "🚀 Supercharge your rides! Subscribe to Rapido Plus this week and get 2 extra weeks FREE!"
Offer: 2 additional weeks free on 1-month Rapido Plus subscription
Frequency and Timing: Monthly campaign, launched on the 1st Monday of each month at 9 AM
Success Metrics:
Segmentation: Casual Users and Core Users
Goal: Increase daily active users and ride frequency
Pitch/Content: "🔥 Double your streak, double your rewards! Complete a 10-day streak for ₹200 cashback!"
Offer: ₹200 cashback for completing a 10-day ride streak (vs. regular ₹50 for 5 days)
Frequency and Timing: Bi-weekly, starting every other Monday at 8 AM
Success Metrics:
Segmentation: Tier-2 City Users
Goal: Expand user base in tier-2 cities through referrals
Pitch/Content: "🌆 Help us grow in your city! Refer friends and both get ₹100 off your next 5 rides!"
Offer: ₹100 off for both referrer and referee on their next 5 rides each
Frequency and Timing: Monthly, launched on the 15th of each month at 10 AM
Success Metrics:
Segmentation: All Users in rain-prone cities
Goal: Increase ride bookings during rainy season
Pitch/Content: " ☔Don't let rain stop you! Book a ride during rainfall and get 30% off!"
Offer: 30% discount on rides booked during active rainfall (verified via weather API)
Frequency and Timing: Throughout monsoon season, triggered by real-time weather data
Success Metrics:
Segmentation: Core Users (Office Commuters)
Goal: Distribute demand and increase early morning rides
Pitch/Content: "🌅 Rise and ride! Book between 6-8 AM and pay flat ₹25 for up to 5 km!"
Offer: Flat ₹25 fare for rides up to 5 km booked between 6-8 AM on weekdays
Frequency and Timing: Weekdays, campaign active from 6-8 AM
Success Metrics:
Each campaign targets a specific user segment and behavioral goal, with clear success metrics to measure impact and ROI.
Figure out the retention data for your product. If you don't have access to the same, begin by adjusting the industry standards. Plot down the data and bring to life your retention curve. Draw out observations and insights from the same.
What is causing your users to churn?
Go back to your user insights and figure out the number one reason of churn by listing down all the factors.
Since I don’t have direct access to Rapido’s retention data, I’ll use industry benchmarks for ride-hailing and mobility services to estimate a realistic retention curve.
Industry standards for mobility apps suggest the following average retention rates:
•Day 0 (Sign-up/First Ride) → 100% (All users)
•Day 1 → ~35-40%
•Day 7 → ~25-30%
•Day 30 → ~15-20%
•Day 60 → ~10-12%
•Day 90 → ~8-10% (Where the curve flattens)
Estimated Retention Data for Rapido
Let’s assume 1,000,000 users sign up (Day 0) for this analysis. Here's how retention might look:

Lets take a look at the retention curve achieved:

By addressing early drop-offs and doubling down on re-engagement strategies, Rapido can improve its overall retention rates and user lifetime value.

Answer:
The Power User - Gig Worker (ICP1) drives the best retention for Rapido.
Why It Is Chosen?
Why Others Are Not Chosen?
Answer:
The Gig Worker(Power user) Community Referrals drive the best retention for Rapido.
Why It Is Chosen:
Why Others Are Not Chosen:
Answer:
The Subscription Plans drive the best retention for Rapido.
Why It Is Chosen:
Why Others Are Not Chosen:
By focusing on these key drivers, Rapido can enhance user retention and maximize engagement across its most valuable segments.
In simple terms, a user who used to do an action A, but does not do that action anymore.
Lets explain Churn adding a fun to it:
Imagine you’re texting someone you really like… You go on a great first date (first ride), everything seems perfect, and then—POOF! They stop replying. No calls, no texts, just vanished into the abyss. That, my friend, is churn—but for your app!
In Rapido’s case: Churn: When Users Ghost Your App!
Now, your job is to keep them interested, just like in dating!
Because if you don’t? They’ll ghost you… forever.

These are cases where users actively decide to stop using Rapido due to dissatisfaction or external factors:
These are cases where users churn due to factors outside their control:
To reduce churn, Rapido should focus on improving early engagement, addressing pricing concerns, and enhancing service availability during peak hours.
These actions can indicate when a user is at risk of churning:
Also they can track user transition between segments.
Lets see how below-
Voluntary Churn Reason: Perceived Lack of Value
Segment: Power Users (Gig Workers) transitioning to Core Users.
Goal: Reinforce the value of Rapido in their daily routine.

Campaign 1: Why It Will Work:
Gamifying their ride stats makes users feel valued and reinforces their reliance on Rapido for cost-saving and eco-friendly commuting.
Voluntary Churn Reason: Loss of Interest
Segment: Core Users transitioning to Casual Users.
Goal: Reactivate users with a free ride incentive.

Campaign 2: Why It Will Work:
A free ride lowers the barrier for re-engagement, enticing users to try the platform again and potentially reignite their habit.
Voluntary Churn Reason: Limited Alternatives
Segment: Tier-2 Casual Users at risk of churn.
Goal: Build loyalty among Tier-2 users by offering exclusive perks.

Campaign 3:Why It Will Work:
Tier-2 users value affordability, so cashback rewards will encourage them to stay loyal while increasing revenue.
Involuntary Churn Reason: Seasonal Usage
Segment: Casual Users (Students) who avoid riding during bad weather.
Goal: Encourage users to book rides during monsoons or extreme weather conditions.

Campaign 4:Why It Will Work:
Weather-based discounts address specific pain points, making users more likely to book rides despite external factors.
Voluntary Churn Reason: Lack of Habit Formation
Segment: All user segments at risk of churn (Power, Core, Casual).
Goal: Gamify engagement by rewarding consistent usage over a week or month.

Campaign 5:Why It Will Work:
Gamification motivates users to form habits while driving consistent engagement and revenue.
Voluntary Churn Reason: Competition
Segment: Power Users and Core Users likely to refer peers for incentives.
Goal: Drive acquisition through referrals while retaining existing users.

Campaign 6: Why It Will Work:
Double rewards create urgency while leveraging word-of-mouth marketing from loyal users.
Voluntary Churn Reason: Pricing Concerns
Segment: Power Users and Core Users looking for cost-effective options.
Goal: Promote subscription plans for frequent riders.

Campaign 7:Why It Will Work:
Subscriptions provide predictable savings for frequent riders while boosting long-term retention.
These campaigns combine fun elements like gamification, personalized offers, and seasonal discounts with revenue-driven strategies like subscriptions and referrals, ensuring both user engagement and business growth for Rapido
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