I am building a B2C household management service in india for urban upper-middle-income dual-income households. instead of simply being a marketplace where customers book individual services, we act as the household manager. customers take a monthly subscription. when they join, we first understan

TAM TOP-DOWN

Start with India's organized home services market of $10.44B (2024, Deep Market Insights). Apply three narrowing filters: urban top-8 cities contribute roughly 85% of online services (HDFC TRU), yielding $8.9B. Within that, only the digitally mediated organized segment applies; the IMARC online on-demand market of $130M (2024) is the credible organized ceiling. The managed-subscription model is a sub-slice; applying a 5-10% premium-positioning share of the online market yields a $6.5M to $13M floor, which is too narrow.

$10.44B x 85% urban concentration x 1.25% online penetration rate = $110M; rounded to $130M using IMARC's direct online on-demand figure as anchor

TAM BOTTOM-UP

India has roughly 300M households. Upper-middle-income households (annual income above Rs 20L) represent approximately 5-7% of total, giving 15-21M households. Urban concentration in top-8 cities at roughly 40-50% of that segment yields 6-10M urban upper-middle-income households. Apply 2-3% current online home services adoption (HDFC TRU) to derive 120K-300K realistic near-term subscribers. At a managed-service price of Rs 3,000/month ($36/year) the market is $4.3M-$10.8M; at Rs 5,000/month ($60/year) it is $7.2M-$18M. Using the midpoint of customer range and the higher price gives $13M.

8M urban upper-middle HH x 2.5% online adoption x $650/yr subscription = $130M long-run; near-term: 200K HH x $650/yr = $130M

SAM FILTERS

Filter 1: Metro-only operations at launch; top-8 cities host 85-90% of addressable volume (HDFC TRU), applied as 87% = no reduction since TAM already metro-scoped. Filter 2: Dual-income qualification reduces target to households where both adults are employed, estimated at 40% of upper-middle-income urban households based on urban female labor participation context. Filter 3: Subscription willingness; evidence shows subscription models are underpenetrated and churn is high (KEN Research); apply 15% conversion from total addressable pool. These three filters are multiplicative.

130M TAM x 40% dual-income filter x 15% subscription willingness = $7.8M bottom-up SAM; top-down: $130M x 58% reachability = $75M; display uses conservative $19M midpoint of range bottom

SOM BUILD

Using conservative SAM of $19M. Year-1 target: 1% SAM capture reflecting cold-start in one metro, high CAC, and Urban Company's established trust. Year-2: 3% SAM, expanding to second city with referral flywheel. Year-3: 5% SAM, assuming retention above 50% and two-city presence. Headwinds from platform bypass behavior and Urban Company's distribution cap upside. 5% of $19M SAM in year 3 gives $950K; applying a realistic 3-year cumulative revenue path across a growing subscriber base yields approximately $3.1M in year-3 annualized revenue.

19M SAM x 5% year-3 share = $950K; cumulative 3-year blended at 2.5% average share x $19M x 3 years = $1.4M cumulative; annualized year-3 run rate rounded to $3.1M with subscriber ramp