Then loop back: what you learn in Measure sets next quarter’s Plan.
Pick your industry once. Every tool below will open with a worked example from it. The examples are illustrative, not benchmarks.
1Plan
Planning decides where growth will come from before money is spent: how big the prize is, how loud you need to be, how much to spend, and what the brand must stand for. Most growth problems I have been asked to fix started as planning shortcuts.
What the team should look after
- Growth lead: a revenue target broken down into customers, leads and traffic, so everyone can see the math.
- Finance partner: the budget as a share of revenue, and the margin assumptions behind it.
- Brand lead: one insight and one positioning the whole team can repeat.
- Strategy or insights: a market size built bottom-up, not borrowed from a report.
What usually goes wrong
- A target with no funnel behind it, so the budget is a guess.
- Spending to hold share when the plan says grow: share of voice below share of market.
- A brief with five messages, which means none.
The tools, in working order
- Market size (TAM, SAM, SOM) calculatorBottom-up market sizing for a pitch, plan or new category, in dollars or taka.
- Product-market fit surveyScore the "very disappointed" survey against the 40% line, with the margin of error and what to do next.
- Share of voice (ESOV) calculatorIs your ad spend big enough to grow market share, or just to hold it?
- Marketing budget plannerSet a budget from revenue and split it between brand building and activation.
- Revenue goal funnel plannerWork backwards from a revenue target to the customers, leads, visitors and budget you need.
- Cash runway and burn calculatorNet burn, months of cash left, the month it runs out, and the growth or cost cut that gets you to break-even first.
- Fractional vs full-time cost calculatorA fractional CMO, COO or CFO against a full-time hire: the cost of each and the days a week where full-time wins.
- Consumer insight statement builderTurn an observation into a usable insight with the human tension inside it.
- Competitor positioning mapPlot your brand against rivals on two axes and spot the white space.
- Brand positioning ladderClimb from what you make to what you stand for, and write a positioning statement.
- Value exchange checkerWill people take part? Weigh what you ask of them against what they get back.
- Creative brief builderA one-page creative brief with a single-minded proposition, ready to copy or print.
Where I did this
At ACCA I designed a member-growth ecosystem that hit 100% of its targets and doubled approved employers from 8 to 16.
Read the case: Designing a member-growth ecosystem, not a calendar of events →2Execute by channel
Execution is where budget turns into customers, one channel at a time. The job is to know, every week, what each channel costs per customer, whether it pays back, and where to move money next.
What the team should look after
- Performance lead: CAC and ROAS by channel, against break-even.
- Media planner: reach and frequency, so the audience sees enough without waste.
- Campaign manager: pacing against plan, every week.
- Content and social lead: engagement on reach, and a content program with a point of view.
- Creative lead: ideas scored before production, in one consistent voice.
What usually goes wrong
- Judging channels on a blended number, which hides the one burning money.
- Underspending all month, then dumping budget in the last week.
- Counting media only, so sales-heavy channels look free.
The tools, in working order
- Customer acquisition cost (CAC) by channelBlended and per-channel CAC, so you can see which channel really brings customers cheaply.
- ROAS and break-even calculatorDid the campaign actually make money once margin and other costs are counted?
- Reach and frequency plannerBudget and CPM in; impressions, GRPs, estimated reach and frequency out.
- Campaign pacing calculatorAre you overspending or underspending against plan, and what should daily spend be now?
- Social media engagement rate calculatorEngagement rate by followers and by reach, for a post or a whole month.
- Content marketing scorecardRate your content program on eight essentials and get the top three fixes.
- Content reuse plannerOne essay, report or video in: a schedule of posts, clips and newsletters out, with the views each adds.
- Marketing idea scorecardScore an idea on seven tests and find the weakest link before you spend a cent.
- Brand personality and tone of voice builderSet six personality sliders and get a tone-of-voice guide with do and don't examples.
Where I did this
I built Praava Health’s corporate-sales engine from zero, growing corporate clients from 342 to about 1,400 and corporate programs 3.1 times.
Read the case: Building the corporate-sales engine from zero →3Measure and optimize
Measurement closes the loop: did it work, why, and what changes next quarter. It covers three things at once: the campaign, the customer and the economics.
What the team should look after
- Analyst: a measurement plan from awareness to business effect, and tests read for significance.
- CRM or retention lead: lifetime value, NPS and where the journey leaks.
- Commercial or finance: price, margin and break-even, so growth stays profitable.
- Growth lead: return on marketing from incremental profit, fed back into the next plan.
What usually goes wrong
- Declaring a test winner on noise.
- Reporting revenue as return, instead of incremental profit.
- Chasing new customers when retention is the cheaper lever.
The tools, in working order
- Campaign measurement plan builderLink communication, attitude, behavior and business effects with the right measures.
- Growth rate calculatorCAGR, the monthly rate behind it, where revenue lands in a year, and the rate a target needs.
- A/B test significance calculatorIs variant B really better, or is it noise? Confidence, lift and the sample you need.
- Marketing ROI calculatorReturn on marketing investment based on incremental profit, not total revenue.
- LTV to CAC ratio and payback calculatorDoes each customer pay back what it cost to win them, and how fast? In dollars or taka.
- Churn and retention calculatorMonthly churn, customers kept after a year, average lifetime and the revenue churn takes.
- Recurring revenue bridgeNew, expansion, downgraded and lost recurring revenue in one view, with net revenue retention and quick ratio.
- Customer journey mapperFrom trigger to repeat purchase: map each stage, its barrier, and find the biggest leak.
- NPS calculatorNet Promoter Score from your survey counts, with the margin of error most reports leave out.
- Price increase calculatorHow many customers can you lose after a price rise and still earn the same profit?
- Cash-pay price setterThe self-pay price at your target margin, against the insured rate and local cash prices, with monthly profit.
- Break-even calculatorUnits and revenue needed to cover your fixed costs, and your margin of safety.
- Profit margin and markup calculatorMargin versus markup, and the price you need to hit a target margin.
Where I did this
At Praava Health I built a data engine for product and growth decisions, behind about 57% compound annual growth in the consumer business.
Read the case: A data engine for product and growth decisions →Get new free tools by email. One short note when a new tool or essay goes live. No spam, unsubscribe any time.
Want a second pair of eyes on the numbers?
I have built commercial engines from zero in fintech, consumer tech and healthcare, in the US and Bangladesh. A 30-minute call is free.
Questions
What is a growth operating system?
A shared sequence of decisions and numbers a growth team works through every quarter: plan where growth comes from, execute channel by channel, measure what worked, and feed it back into the next plan.
Which industries do the examples cover?
Nine I have worked in: telecom, FMCG, advertising, fintech, e-commerce, consumer tech, education, logistics and healthcare. Six more as examples only: SaaS and B2B software, pharma and medtech, insurance, retail and QSR, hospitality and travel, and nonprofits. All examples are illustrative, not benchmarks: replace them with your own numbers.
Is anything I type stored?
No. Every tool runs in your browser. Nothing you type is sent or stored.