Engagement & Retention project | Pincode

About Pincode

Pincode, powered by PhonePe, is a hyperlocal e-commerce platform that connects users with their favorite neighborhood stores, enabling fast, reliable deliveries within minutes. It brings the convenience of online shopping while maintaining the trust and authenticity of local retail.

Unlike traditional marketplaces that rely on centralised warehouses, Pincode lets users order directly from local businesses, ensuring fresher products, better availability, and fair pricing without inflated markups.

What does Pincode offer?

• Instant Delivery – Get your essentials, groceries, and daily needs delivered within minutes from trusted local stores.
• Shop from Local Stores – Browse and order from verified retailers in your area, ensuring authentic products and real prices.
• Wide Product Selection – From groceries, electronics, and party essentials to organic produce and niche local goods, Pincode covers multiple categories.
• PhonePe Integration – Enjoy secure and seamless payments directly through PhonePe, with rewards and cashback options.
• Multiple Carts: Users can maintain multiple shopping carts for different stores, enhancing the shopping experience by allowing them to shop from multiple stores.
• Convenience Features: Pincode offers features like instant refunds, returns, and attractive discounts, making it appealing to consumers who prefer shopping from local stores but want the convenience of online ordering.
• Local Brands: The app includes both well-known national brands and locally manufactured products, supporting local retailers and the broader ecosystem of MSMEs and farmers.

Problem Being Solved by Pincode

• Empowering Local Sellers: By digitising local stores and connecting them with consumers, Pincode empowers small and medium-sized enterprises and local retailers to participate in the digital economy. This helps them compete with larger e-commerce platforms and reach a wider customer base.
• Hyperlocal Delivery: Pincode solves the problem of quick and reliable delivery from local stores, which is often a challenge for consumers who prefer shopping from their neighbourhood shops but want the convenience of online ordering.
• Promoting Local Ecosystems: By focusing on local commerce, Pincode supports the local economy by encouraging consumers to shop from nearby stores. This helps retain money within the community and fosters local economic growth.

Core Value Proposition (CVP) of Pincode

Connects you to your favorite neighbourhood stores:

• Unlike traditional e-commerce marketplaces that centralise inventory, Pincode digitises and empowers local stores, allowing users to shop from their trusted neighbourhood vendors.
• This ensures a familiar shopping experience with the same quality, reliability, and personal touch that customers get from offline stores.

Delivering fresh groceries & essentials:

• The focus on hyperlocal commerce ensures that groceries, dairy, and perishables arrive fresher and faster than typical warehouse-based delivery models.
• Users can support local businesses while enjoying the convenience of online shopping.

No Hidden Charges:

• Pincode promises no hidden charges, packaging fees, or platform charges and a surge fee on the app; on top of that, it gives free delivery on orders above Rs. 89
• This leads to genuine price transparency and lower costs, ensuring users get the best deals without inflated commissions.

Why This Matters?

Pincode’s CVP highlights its differentiation from existing grocery delivery apps by offering a hyperlocal, transparent, and cost-effective way to shop for essentials. It combines the trust of local stores with the convenience of digital commerce, making it an ideal platform for price-sensitive and quality-conscious consumers.

Natural Frequency of Pincode:

Pincode doesn't have sub-products in it, but caters to multiple categories such as:

Making it a high-frequency product with the following order patterns:

• Casual Users (1-2 orders/month): Bulk shoppers or occasional users.
• Core Users (4-6 orders/month): Young professionals buying stationery, cosmetics & supplements.
• Power Users (3-4 orders/week): Households relying on fresh groceries.

Engagement framework:

Why Frequency is the Focus for Pincode?

Pincode's core value proposition revolves around hyperlocal convenience and affordability. Since users already place multiple low-AOV orders, the best engagement strategy is to increase their reliance on Pincode for all their grocery needs. By removing friction, incentivising repeat purchases, and personalising the shopping experience, Pincode can turn casual users into loyal customers who rely on the app multiple times a week.

Active User for Pincode:

An active user is defined by their engagement with Pincode's core value proposition—affordable, hyperlocal shopping with seamless ordering. By placing at least one order per month, they demonstrate recurring trust in the platform. This frequency ensures they experience the benefits of transparent pricing, convenience, and reliable delivery, reinforcing their habit of using Pincode for regular grocery needs.

Usage-Based Segmentation:

ICP based Segmentation:

Advanced Segmentation

Campaign 1: Scratch Cards

Helps create habit formation by nudging users to place repeat orders. The urgency (expiry within 7 days) ensures users take action quickly.

Campaign 2: Gamified Savings Challenges

Users are motivated by progression & rewards. By framing savings as a challenge, users feel compelled to complete milestones.

Campaign 3: Limited-Time Freebies

People love freebies, and adding a reward nudges users to increase their order value while reinforcing habit formation.

Campaign 4: Referral Program

Social proof works best when users have just experienced value (savings/discounts). Using WhatsApp ensures high engagement & easy sharing.

Campaign 5: Category Exploration Discounts

Many users stick to one category. This campaign nudges them to explore more, increasing retention by deepening their dependence on Pincode.

Here are some WhatsApp campaigns from Pincode that are working:

What does Retention look like for Pincode?

Retention for Pincode refers to the percentage of people who comeback to the app over a specific period of time after placing their first order. For a Quick commerce app like Pincode, weekly and monthly retention are the most meaningful metrics, since the use case is focused on frequent, need-based, or habitual ordering (like groceries, fruits, snacks, medicines and more).

A retained user is one who:

• Returns to the app and places another order within 7, 30 and 60 days of their previous one.
• Repeatedly engages with the app to browse new offers, check for availability, or explore new categories.
• Shows patterns of behavior like revisiting specific stores, searching for niche products, or referring friends.

Retention Curve:

Since there it no exact retention data for Pincode available in the internet, so let try to back track from the ICP segmentation.

ICPs that has the highest retention rate are:

• ICP 3 users like Vishnu show high retention once they experience Pincode’s convenience and quality. They prefer trusted local stores, fast delivery, and a wide range of products—all in one app. Their busy schedules make home delivery essential, and once the app proves reliable, it becomes part of their weekly routine. Their functional mindset and consistent needs drive strong repeat usage.
• ICP 2 users like Akshay are time-starved professionals who value convenience and quality. Once they experience Pincode’s instant delivery and trusted local stores, they stick around for the reliability. Their functional need to avoid stepping out after work, paired with quality expectations, leads to steady weekly usage. Retention is driven by convenience, speed, and product trust.

These users primarily purchase from categories such as Groceries, Snacks, Medicines, Ice Creams, Dairy, Health & Beauty, Meat, and more.

Now if we can find the retention rate of mature companies that are already serving for these categories we can get a rough idea of what the retention curve can look like if Pincode becomes the go-to option for these categories and if lower our the curve based on Pincode's penetration into the segment, we'll get a approximate figure for this.

Competitor companies to consider:

Okay, let's translate this information into a conceptual retention curve for Pincode, based on the provided logic and data.

Understanding the Logic:

1. Target Users (ICPs): Pincode aims for users like Vishnu and Akshay who value convenience, speed, quality, and reliability for frequent needs (Groceries, Medicines, Food items, etc.). Once convinced, these users have high retention potential due to their routine-driven nature.
2. Benchmark Categories: The categories Pincode serves (Groceries, Pharma, Dairy, Meat, Health & Beauty) have established players with high retention rates (ranging from 60% to over 90% for specialised players like Licious). This indicates these categories can support strong user loyalty if the service is good.
3. Pincode's Position: Pincode is leveraging its Q-commerce model but is likely not yet the default, established choice for all these categories compared to the specialised leaders. Its penetration is growing.
4. Estimated Retention: Based on the above, a long-term retention rate stabilising between 35% and 45% is considered a reasonable estimate for Pincode at this stage or if it achieves moderate success in becoming a go-to option for a significant portion of its user base across these categories. This rate is lower than the benchmarks because Pincode is broader, competes with specialists, and is still building dominance.

Which channels bring in Highest Retention?

• Organic / Word of Mouth: Users who discover Pincode through friends, family, or social media creators are typically motivated by the core value proposition—access to trusted local stores, everyday savings, and convenience. Since their entry is driven by genuine utility rather than a one-time incentive, these users tend to form strong habits and show higher long-term retention. Their satisfaction with consistent pricing and familiarity with store names fosters regular use.
• Influencer Hauls & Comparison Creators: Users who come in through content that compares Pincode vs other apps (e.g., price, product freshness, or delivery experience) often convert after realizing the everyday value Pincode provides. These users are typically looking for a reliable daily app. Since they’ve entered the loop after seeing real-life use cases, they show high stickiness, especially when exposed to ongoing content like price drop alerts, scratch cards, and rewards.

Products/Categories Driving the Highest Retention?

Features Driving the Highest Retention:

Top Reason for Churn:

Voluntary Churn (Factors Pincode Can Influence / Control):

These are areas where Pincode's actions, product, or service directly impact the user's decision to leave.

• Poor Delivery Experience:
• • Inconsistent/Slow Speed: Deliveries frequently taking longer than promised, negating the core Q-commerce value prop.
  • Unreliability: Orders getting cancelled last minute, drivers getting lost, inconsistent tracking.
  • Delivery Personnel Issues: Unprofessional behaviour, difficulty contacting the driver.
• Product Quality & Availability Issues:
• • Poor Quality Goods: Receiving damaged, stale, near-expiry, or incorrect items (especially critical for groceries, meat, medicines).
  • Inconsistent Stock/Availability: Frequently finding desired items or preferred local stores unavailable or out of stock within the app.
  • Limited Selection: Not finding the specific brands, products, or categories the user needs regularly, forcing them to use other apps or offline stores.
  • Store Reliability: Issues arising from the partner store (e.g., poor packing, consistently wrong items) that reflect poorly on Pincode if not managed.
• Pricing & Value Perception:
• • High Delivery Fees: Fees perceived as too expensive compared to the order value or competitors.
  • Marked-up Product Prices: Users noticing significant price differences compared to buying directly from the store or other apps.
  • Lack of Compelling Offers/Loyalty Program: Competitors offering better discounts or rewards, making Pincode seem less valuable over time.
• App Experience & Technology:
• • Poor User Interface/Experience (UI/UX): App is buggy, slow, difficult to navigate, search function is poor.
  • Payment Issues: Frequent payment failures, lack of preferred payment options.
  • Onboarding/Discovery Issues: Users not easily understanding how to find stores, products, or use key features.
• Customer Support Issues:
• • Slow/Ineffective Support: Difficulty reaching support, long resolution times, unhelpful responses when issues (like wrong items or quality problems) arise.
  • Poor Problem Resolution: Not feeling adequately compensated or heard when things go wrong.
• Competitive Pressure:
• • Better Offering Elsewhere: Competitors (Zepto, Blinkit, Swiggy Instamart, Dunzo, or even specialised apps like Licious/PharmEasy) providing consistently faster service, better prices, wider selection for that user's specific core needs, or a superior app experience.

Involuntary Churn (Factors Largely Outside Pincode's Control):

These relate to changes in the user's life or external circumstances.

• User Relocation:
• • Moving Outside Serviceable Area: The most definitive involuntary churn reason for a hyperlocal service.
• Change in User Needs or Habits:
• • Lifestyle Change: Shift in work schedule (no longer time-starved), starting to enjoy offline shopping, change in dietary habits (e.g., stopped ordering meat), reduced need for frequent medicine delivery.
  • No Longer Needs Q-Commerce: User's core reason for using the service disappears (e.g., temporary need during illness ends).
• Change in Financial Situation:
• • Reduced Disposable Income: User needs to cut back on convenience spending due to job loss, budget cuts, etc.
• Access Issues:
• • Loss of Device/Account: Losing phone, unable to recover account details.
  • Extended Travel/Absence: Being away for a long period where the service isn't needed or available.
• Preference for Offline:
• • Renewed Preference for Physical Stores: Some users might revert to enjoying the experience of browsing physical stores after initially trying delivery.
• Major Life Events: Significant events (illness, family changes) disrupting established routines, including shopping habits.

What is causing your users to churn?

Okay, focusing on negative user actions within the Pincode platform or related interactions that signal dissatisfaction, friction, or potential churn, here are key ones to monitor:

Direct Indicators of Problems & Dissatisfaction:

• Order Cancellations (User-Initiated):
• • Post-Order Placement: Cancelling shortly after ordering might indicate finding a better option, regretting the cost, or realising an item was missed/wrong. High rates here need investigation.
  • During Delivery: Suggests extreme delays or a sudden change of plans/needs.
• Returns & Refund Requests:
• • Quality Issues: Explicitly citing poor quality, damaged goods, expired items. Critical indicator.
  • Wrong Item Received: Shows operational errors either at the store or potentially in the app's item mapping.
  • Item Not As Described: Mismatch between app description/image and the actual product.
• Negative Ratings & Reviews:
• • Low Order Ratings: Rating the overall order experience poorly.
  • Low Delivery Ratings: Specific negative feedback on delivery speed, driver professionalism, or handling.
  • Low Item Ratings: Rating specific products negatively (can indicate store quality issues).
  • Negative App Store Reviews: Public complaints about the app's functionality, service reliability, or support.
• Contacting Customer Support (with Negative Sentiment):
• • Frequent Complaints: Users repeatedly contacting support about similar issues (delivery delays, item quality, app bugs).
  • Escalations: Users demanding to speak to a supervisor or expressing extreme dissatisfaction.
  • Negative CSAT Scores: Giving low satisfaction scores after a support interaction.
  • Specific Complaint Categories: Tracking the volume of complaints related to core issues like delivery time, item quality/availability, and payment failures.

Indirect Indicators & Signs of Friction:

• Cart Abandonment:
• • High Abandonment Rate: Users adding items but not completing the purchase.
  • Abandonment at Specific Stages: Particularly abandoning at the payment or delivery fee confirmation stage (indicates price sensitivity or payment issues).
• Search Failures & Browsing Issues:
• • Repeated Searches with No Add-to-Cart: User actively looking but not finding what they need or not liking the options/prices.
  • Searching for Consistently Unavailable Items/Stores: Highlights gaps in selection or store coverage.
  • High Bounce Rate from Store/Product Pages: Users land on a page but leave quickly, suggesting the offering isn't compelling or information is lacking.
• Payment Failures:
• • Repeated Failed Transactions: Causes significant user frustration and can lead directly to abandonment or churn if persistent.
• Decreased Usage Patterns (Compared to User's Baseline):
• • Reduced Order Frequency: A previously regular user starts ordering much less often.
  • Lower Average Order Value (AOV): User starts making smaller, perhaps more targeted "emergency" purchases rather than larger stock-ups.
  • Increased Time Between Sessions: User opens the app less frequently.
• App Interaction Issues:
• • Short Session Times after Errors: User encounters an error (e.g., payment failure, item out of stock) and immediately closes the app.
  • Uninstalls: (Harder to track proactively but a definitive negative outcome). Monitoring exit surveys if offered during uninstall can provide insights.

By keeping a close eye on these negative signals, Pincode can better understand user dissatisfaction and take proactive steps to address issues before they lead to irreversible churn.

Campaign 1: The "High-Value Lapsed User" Win-Back

Campaign 2: The "We're Sorry & Improved" Win-Back

Campaign 3: The "Price Conscious Reactivation"

Campaign 4: The "Explore More Categories" Nudge

Campaign 5: The "We Miss You" Win-Back