This is the referral program project done
For a busy urban individual who needs reliable home services at their doorstep, Urban Company is a technology platform that provides high quality, standardized service experience at a time and place of their choosing.
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Key elements of CVP | Urban Company | Major Competitor (Unorganized) |
---|---|---|
High quality, standardized | Rigorous training Strict continuous consequence management Guarantees In-house products | Hit or miss Typically just a "task" with minimal accountability Opaqueness and high charge |
Chosen time and place | App based slotting | Difficult to get to service agent Difficult to ensure timely service as planned |
Parameter | Time crunched urban bachelor | Value conscious urban family person |
---|---|---|
Age | 22-35 years | 25-40 years |
Location | Urban, semi urban | Urban, semi urban |
Apps | Facebook, WhatsApp, Swiggy, Blinkit, PhonePe, YouTube | Facebook, WhatsApp, Swiggy, Blinkit, PhonePe, YouTube |
Most value | Convenience | Quality |
Key features | Instant booking | Service guarantees, professional service providers |
Adoption curve | Early adopter, early majority | Late majority |
Frequency | High (3+ times a month) | On need basis |
Appetite to pay | Medium | Value seekers |
TAM | Large | Very large |
Distribution potential | High | High |
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Research goals principle: 3-4 simple and specific research goals.
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Questionnaire principles:
4-5 specific top questions. Not a mechanical script to run through.
Use shadowing judiciously to go in-depth.
Focus on how users have behaved in the past.
Objective | Questions |
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What challenges do users face when seeking home services? |
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Objective | Questions |
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Where and how do users first encounter Urban Company? |
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What challenges do users face when seeking home services? |
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What are the key moments of satisfaction and dissatisfaction? |
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Objective | Questions |
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What are the key moments of dissatisfaction? |
|
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Goal: Increase referral acquisition from negligible to 4,000 per month.
This would result in addition of 30,000 new users by end of M12.
Corresponding incremental annual revenue would be Rs 14 crore
revenue = active users X transactions per user X average order value
active users = new users + retained users + churned users
new users = organic + paid
organic = referral + inbound
Urban company enjoys very high retention rate of 70%+ (Source: founder mentions).
Urban company ranks highly in the organic channel (SEO etc.).
Urban company has very high customer satisfaction (4.7 stars).
Existing referral program has very low awareness.
Existing referral experience is very basic.
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Existing Setup
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Account page evolution
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WhatsApp message evolution
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Contextual nudges​
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Nudge will change based on seasonality.
During Diwali, house cleaning.
During summer, ac repair. etc.
Predominantly, prospects will get a WhatsApp message.
Progressive rewards to incentivize movement towards next milestone. Clear funnel visibility with a CTA.
Nudges on Urban Company app and WhatsApp without spamming
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Hypothesis: If there is an option for customers to earn meaningful rewards by referring, then the acquisition through referral will increase by X%.
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Success Metrics | Guardrails |
---|---|
North star: Acquisitions | LTV / CAC ICP Retention of acquired customers Churn of existing customers Absolute burn amount |
Leading metrics: Sender: Views of refer page Sender: Clicks refer button Receiver: Message view Receiver: App install ​ Success metrics: Acquisition of new customers TPC of existing customers | ​ |
​ | Release 1 | Release 2 |
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Timeline | 0.5 months | Additional 1 month |
Features | Referral triggers / nudges. | Referral pages |
Benefits | Contextual, prominent CTAs | Engagement with customer for continued referrals |
Success metrics | ​Acquisition of new customers TPC of existing customers | Incremental Acquisition of new customers Incremental TPC of existing customers |
Leading metrics | Sender: Views of refer page Sender: Clicks refer button Receiver: Message view Receiver: App install | Views of referral page Views of referral status funnel Views of details of a funnel step |
Guardrails | LTV / CAC ICP Retention of acquired customers Churn of existing customers Absolute burn amount | LTV / CAC ICP Retention of acquired customers Churn of existing customers Absolute burn amount |
Campaign | For the account page evolution, In-app nudges the first time the customer uses the updated app. ​ For the nudges, Contextual in-app nudges, WhatsApp nudges when
| In-app nudges the first time the customer uses the updated app. ​ Again 1 week later for customers who have not experienced the referral flow. ​ Nudges whenever customer is close to a milestone, to push towards next milestone. |
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Target achieved.
34,450 new users acquired in 12 months.
Rs 14.1 cr. incremental revenue added annually.
Foundational figures
Sources
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Parameter | Value | Source |
---|---|---|
Annual transacting users | 5,300,000 | Source 1 |
% business from repeat users | 77% | Source 1 |
Annual new users | 1,219,000 | Calculated |
AOV | 1290 | Source 2 |
Monthly orders | 2,200,000 | Source 2 |
Annual Revenue | 21,760,000,000 | Source 1 |
ARPU - Annual | 4,106 | Calculated |
ARPU - Monthly | 342 | Calculated |
TPC - Monthly | 0.27 | Calculated |
TPC - annual | 3.2 | Calculated |
Referral funnel
Funnel item | Users - Monthly | Notes |
---|---|---|
Annual transacting users | 441,667 | From UC FY23 business summary |
WhatsApp referral messages | 44,167 | Assumption of 10%, industry standards |
# of message reads | 22,083 | Assumption of 50% due to high intent |
app installs | 8,833 | Assumption of 40% due to high intent |
# of paying users | 4,417 | Assumption of 50% due to high intent |
Annual impact: Retention cohorts
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