Skip to content
Simplify.

Find out which customers actually make money.

A unit economics and pricing review for Indian startups. Contribution margin by customer, product and channel, what acquisition really costs, and what a price change would do before you make one.

Revenue up 40%, and somehow no better off

The year was good by every measure the team celebrates. Revenue grew by 40%. Customer count nearly doubled. The gross margin in the monthly MIS held steady. And yet the bank balance at the end of the year looked a lot like the one at the start, the founder is still raising sooner than planned, and nobody can quite say where the growth went.

Usually it went into the customers who cost the most to win and serve and pay the least. They're often the fastest-growing segment, because they're the easiest to sign. A blended margin hides them perfectly.

A unit economics review takes the business apart by customer type, product and channel, and works out what each one actually contributes after every cost that moves with it. It's not complicated maths. It's mostly careful allocation of costs that are currently sitting in the wrong place, and a willingness to look at the answer.

Why the blended number misleads

Gross margin in most startup P&Ls is revenue less a narrow idea of cost of sales: hosting for software, food cost for a kitchen, consumables for a clinic. It usually leaves out costs that scale directly with each sale, like payment gateway fees, aggregator commissions, onboarding time, delivery, discounts and the support team that grows every time customers do.

Contribution margin puts those back. It's what each unit of revenue leaves behind to pay for the fixed costs of the business and, eventually, a profit. If contribution is thin, growth makes the company bigger without making it any closer to paying for itself.

Acquisition cost has the same problem in reverse. CAC is often calculated as ad spend divided by new customers, which leaves out the sales team's salaries, the tools, the agency retainer and the founder's own selling time. Fully loaded CAC is almost always higher, sometimes more than double, and payback periods move with it.

What the review covers

Contribution by segment
Margin after variable costs, split by the cuts that matter in your business: plan, product line, customer size, location, channel or payer.
Fully loaded CAC
Marketing spend, sales salaries and commissions, tools, agencies and a fair share of founder time, divided by customers won, by channel where the data allows.
Payback and retention
How many months of contribution it takes to earn back acquisition cost, set against how long each segment actually stays.
Discounts and realisation
The gap between list price and what's really collected, and who is getting the discounts. This is often the fastest money to recover.
Cost to serve
Support, account management, implementation and delivery effort by segment. Two customers paying the same price can cost very different amounts to keep.
Pricing structure
Whether the way you charge matches the way customers get value, and what a specific change would do to contribution, tested before it goes live.

Three plans, one business, worked through

An illustrative software company with three plans. The founder sees a healthy blended gross margin, and the marketing team has been putting more budget into the Starter plan because it produces the most sign-ups. The company and every figure are invented.

Per customerStarterGrowthEnterprise
Monthly price₹4,500₹18,000₹1,20,000
Variable cost to serve₹2,100₹4,300₹41,000
Monthly contribution₹2,400₹13,700₹79,000
Fully loaded CAC₹38,000₹1,10,000₹9,50,000
Payback15.8 months8.0 months12.0 months
Monthly churn4.5%1.8%0.9%
Typical lifetimeAbout 22 monthsAbout 55 monthsAbout 9 years
Illustrative figures for a fictional company. Lifetime is roughly one divided by monthly churn.

Starter looks cheap to acquire, and it is, in absolute terms. But its support load is heavy relative to its price, so contribution is thin, and customers leave quickly. Payback takes nearly 16 months against a typical life of about 22. Across that life each Starter customer contributes around ₹53,000 against ₹38,000 spent winning them. That's barely positive, and it assumes every other cost in the business is paid by someone else.

Growth customers pay back in eight months and stay for years. Every rupee moved from Starter acquisition to Growth acquisition is worth several times more, even though Growth sign-ups look slow in a weekly marketing report.

The options that come out of a review like this are usually unglamorous. Raise the Starter price, or limit the support it includes. Offer an annual prepaid Starter plan so churn and payback both improve. Move marketing budget towards the channels that produce Growth customers. Stop celebrating sign-ups as a number on its own.

What a price change actually does

Founders often avoid raising prices because they fear losing customers. It helps to know exactly how many you can lose before the change costs money. The arithmetic is simple, and it depends almost entirely on contribution margin.

If your contribution margin is m and you raise prices by p, you can lose a share of volume equal to p divided by m plus p before total contribution falls. The same logic runs in reverse for discounts: a price cut of p needs volume to rise by p divided by m minus p just to stand still.

Contribution marginRaise prices 5%: volume you can loseRaise prices 10%: volume you can loseCut prices 10%: volume you must gain
25%16.7%28.6%66.7%
40%11.1%20.0%33.3%
53%8.6%15.9%23.3%
70%6.7%12.5%16.7%
Pure arithmetic on contribution, holding variable cost per unit constant. It ignores second-order effects, which the review looks at separately.

Two things stand out. Low-margin businesses, like food service, have the most room to raise prices and the least room to discount. And a 10% discount in a 25% margin business needs two-thirds more volume to break even, which is why festive offers in thin-margin businesses so often end with a record month and a worse quarter.

Where your prices include GST, as they usually do for consumers, do the arithmetic on the price excluding tax. A menu price rise of ₹20 is not ₹20 of extra contribution.

The Indian costs that usually get missed

  • GST on inputs in businesses that can't claim it back. Clinical healthcare services are exempt, so GST paid on rent, equipment and software becomes a real cost. Restaurants charging 5% GST without input credit carry the same problem.
  • Aggregator commissions and the GST charged on those commissions, which for a delivery-heavy kitchen can outweigh the food cost difference between two menu items.
  • Payment gateway fees plus GST on the fees, which look small per transaction and add up to a meaningful share of contribution on low-ticket products.
  • Discounts given by sales teams at quarter end and never reported against list price.
  • Dollar pricing with rupee costs, where margin moves with the exchange rate and gets read as a pricing problem.
  • Onboarding and implementation time on larger customers, booked as salary overhead instead of cost to serve.

When a review is worth doing

Not every company needs one right now. A business with a single product, one customer type and a clear margin can usually see its unit economics in the P&L. The review earns its keep when the business has become mixed enough that averages hide things.

  • You sell more than one plan, product line, location format or service type, and nobody is sure which is carrying the others.
  • Revenue is growing faster than contribution, or cash isn't improving as revenue grows.
  • Marketing spend has risen and cost per sign-up looks fine, but payback feels slow.
  • You're about to change prices, launch a new tier or introduce a discount scheme.
  • An investor has asked for CAC payback or contribution by segment, and the numbers you have wouldn't survive a follow-up question.
  • A large customer is asking for a discount and you don't know what they currently contribute.

The last one comes up more than you'd expect. Large customers negotiate hard because they know they're large. Sometimes the contribution they bring justifies the discount easily. Sometimes they're already the least profitable account in the business once implementation and support time are counted, and the right answer is a polite no.

How the work runs

It starts with the data you already have, not a new system. Invoice exports, the cost ledgers, payroll by team, marketing spend and a customer list with start and end dates are usually enough. The first job is agreeing which costs are variable and how shared costs like support should be allocated, and writing those rules down so the numbers can be rebuilt next quarter the same way.

Then the model gets built, the first results come back, and there's a conversation where the founder and the relevant leaders test them against what they know about their customers. That conversation matters. Allocation rules that look sensible on paper sometimes produce an answer everyone in the room knows is wrong, and it's far better to fix the rule than to defend the number.

What gets handed over

  • A unit economics model built from your own transaction, cost and customer data, with every allocation rule written down.
  • Contribution, CAC, payback and retention by the segments that matter for your business.
  • A pricing analysis of the specific changes you're considering, with the volume each one can afford to lose.
  • A short written summary: what the numbers show, the options, and the trade-offs of each.
  • A one-page unit economics view you can add to the monthly MIS and keep updating.

The decisions stay yours. Pricing involves things a spreadsheet can't see, like how your best customers will react and what competitors are doing. The review makes sure those judgement calls are made with the money visible.

Questions people ask first

Related on this site

Tell us which number doesn't add up.

Start with what’s happening →
Start with what’s happening →