Acquisition Channels - Strategy and Experiments
Product: PropSoch
Product stage: pre-PMF, tech enabled.
Industry: Residential real estate
Core value proposition: Help homebuyers find a home that meets their needs and take an informed decision backed by detailed insights and expert advice.
Geography: Bengaluru
Average order Value: 5 lakhs INR (~5% of property purchase value, avg purchase value 1Cr)
https://whimsical.com/propsoch-flow-PbYGU4V7LtE4PpK4ecLULs
TAM is the total number of homebuyers in India.
India’s population: 1.4 billion
Only a % of total population will have a use case for buying a house.
Assuming this would be people > 30 years,
i.e. 50% of 1.4 billion = 700 million Source
Out of these 700 million people, only those in urban cities have access to residential projects.
i.e. ~ 35% population in urban cities. [(urban population)/(urban + rural population)]
35% of 700 million = 245 million
Now, not every person may buy a house, considering most of the people in this age group are married. Sex ratio in India is approximately a 1:1 ratio. i.e., a 50-50 share of male-female population.
So, the TAM is half of 245 million = 122.5 million households.
Let’s say this will be a % of TAM who:
According to Source, 31% population do not yet own houses.
To calculate for households (2 people buying house together), lets approximate this to 20%.
20% of 122.5 million households = 24.5 million households
And 12% households have annual family income > 35 lakhs.
Source: page 5 in PDF
ANAROCK_Consumer_Sentiment_Survey_H1_2023_e1f41912a5.pdf
12% of 24.5 million = 2.94 million households is our current TAM.
Assuming 1 household = 1 house unit,
current TAM = 2.94 million house units.
SAM is dependent on factors like:
Breakdown of total units available in the market
*PAN India includes tier 1 cities
Source:
Q3_2023_PAN_India_Residential_Market_Viewpoints_643b1c3a74.pdfSAM = Units x Avg house price x PropSoch’s share from builder
50k x 1 Cr x 5% = 2500 Cr SAM
SOM is how many units are sold in the market and out of that, how many we can obtain, keeping competitors in mind.
Revenue potential = Sold units x % of units above 80 lakhs x Avg house price x PropSoch market share x PropSoch share from builders
So, our SOM calculation will be as follows:
16400 x 0.6 x 1 Cr x 0.01 x 0.05 = 4 Cr
Cost | Zero |
Effort | High - need to produce high quality content consistently. |
Time to see results | Quick |
Feedback indicators | For every case study published, we can monitor and learn from metrics movement. |
Create case studies that address relevant questions homebuyers have in mind before buying a house.
From Ashish’s (PropSoch founder) LinkedIn, create LinkedIn newsletters that address relevant questions homebuyers have in mind before buying a house.
Make the post engaging and treat it like a hook for the full article published in Linkedin’s newsletter.
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👉 Example topics
What is the best builder in Bangalore to buy a flat?
Is it good to buy a flat in Bangalore?
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https://whimsical.com/linkedin-implementation-EpECcktozJ5jXR3wUnYB51
#. of leads = Reach x CTR x Website visits
Secondary metrics to monitor and understand which distribution channels are working vs not.
Depth of engagement (likes, views, shares, comments) on distribution channels
#. of newsletter subscribers
#. of followers on distribution channels
Cost | Medium - need to evaluate this deeper. Spends would include video production cost, ad budget. |
Effort | Medium - one time video creation that can be reused in multiple campaigns. |
Time to see results | Quick |
Feedback indicators | On a daily/weekly basis we can monitor conversions from ad to website. And further look at conversions of website visitors to sign up. |
Create targeted videos addressing the biggest value for each ICP.
P1: ICP 2 and ICP 4 first (refer ICP Prioritization inside ICPs section)
P2: ICP 1 and ICP 3
Ad storyline | |
ICP 2 - NRI | Came to India for 1 month to find and buy home for investment purpose. Spoke to some friends who connected him to brokers to fasten his property hunt. But that didn’t help much, they weren’t showing good properties and felt like their opinions were biased toward pushing him to close a deal. |
ICP 4 - Uncompromising | Tried finding homes from property listing sites but couldn’t find good projects. The known builders he trusted weren’t building projects in his desired locations. Was not sure how or where to find projects that matched his requirements. |
ICP 1 - Self-reliant | Had spent over 6 months researching by self and looking at over 20 projects in Bengaluru. Had shortlisted it 3-4 properties, but still wasn’t sure which would be the best one to buy. Needed help in analyzing all the pros and cons before taking a decision. |
ICP 3 - Skeptical | Had bought a property from a known builder before, but the property never got delivered. Didn’t want to be fooled again. Needed help with due diligence to get complete assurance of delivery time. |
#. of leads
Conversion rate
Is this a good channel to experiment at this point?
Cost | Low |
Effort | Medium - one-time effort of creating communications for the entire journey + recurring effort of triggering the communications |
Time to see results | Medium - 3 to 4 weeks |
Feedback indicators | Understanding value of report for users by talking to them |
Buying a dream house and feeling confident about the decision.
Access to services and/or insights
When a user receives a report and sees the detailed insights for a property, they experience an AHA moment. At this point, take a survey to understand whether:
A. they liked the report.
B. they would like to recommend PropSoch to a friend/family member who is looking to buy a home.
Validation to ask for referral: Answered yes to both questions
Send users a WhatsApp message along with an image introducing them to the referral program. And also share a form through which they can submit referee contact details.
We will send a message to the referrer about referee status at relevant intervention points.
There could be 3 cases:
Case 1: Referee is actively moving in the Referee flow shown above.
Case 2: Referee not aligned for discovery call.
Case 3: Referee not paid for report.
For all 3 cases, design communication journey that can be shared to referrer about their referral status.
Another experiment (little later stage): Create landing page to help users track referral status like how we track FedX or other deliveries with the help of a tracking ID or link.
Is this a good channel to experiment at this point?
Cost | Medium-low |
Effort | Medium: ad creation + aligning IT parks for advertising |
Time to see results | Depends on the feedback indicators |
Feedback indicators | Are people reaching out to PropSoch after looking at the ad? |
Does it require personal intervention for faster results?
Monthly ROI |
➡️ Align for advertising in top IT parks where footfall is high.
➡️ Choose 3 IT parks where potential to acquire leads is high and fits within 30-50k budget.
➡️ Prepare ads based on the formats possible: Posters, kiosk, elevator TVs.
➡️ Run experiment and monitor ROI
➡️ Repeat in 10-15 parks with highest potential to acquire leads.
➡️ Decide whether to scale or kill this channel based on ROI.
ROI: Spends vs Revenue
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