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Insights · Glossary

Thirty-eight numbers. One shared definition each.

Plain definitions, correct formulas and the way each number misleads, from TAM and CAC to ROAS, share of search and pipeline velocity.

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How to use this glossary

Half of every argument about marketing performance is two people using the same word for different numbers. This glossary sets out the definitions we use with clients, grouped the way a metric tree is built: from market size down to the customer, then out to media, brand, pipeline and communications. Each entry gives a plain definition, the formula where one exists, and the way the number most often misleads. Agree these with your finance and sales teams before a campaign starts, and the monthly review becomes a conversation about decisions instead of definitions.

No benchmarks here, on purpose. A “good” CAC or conversion rate depends on your margins, price point, sales cycle and channel mix, and published averages rarely say how they were measured. The useful comparison is your own number against your own baseline. To see how these terms fit together into a scorecard, read How we measure; to run your own figures, use the CAC and LTV calculator.

Market size

TAM (total addressable market)

The total annual revenue available if every possible buyer of your type of product bought from you.

TAM = number of potential buyers × average annual revenue per buyer

It misleads when it is built top-down from a broad industry figure, which produces a large number that no sales plan can reach.

SAM (serviceable available market)

The part of TAM your current product, price, channels and geography can actually serve.

SAM = TAM × share of buyers within your reachable segments, regions and channels

It misleads when the filters are optimistic, for example counting countries where you have no distribution or certification yet.

SOM (serviceable obtainable market)

The share of SAM you can realistically win in a defined period, given competition and your capacity to sell and deliver.

SOM = SAM × realistic market share for the period

It misleads when the share is picked to make a plan work rather than derived from sales capacity, conversion rates and competitor strength.

Acquisition and efficiency

CAC (customer acquisition cost)

The average cost of winning one new customer in a period.

CAC = total sales and marketing cost in the period ÷ new customers acquired in the period

It misleads when salaries, agency fees, tools or sales commissions are left out, which makes acquisition look cheaper than it is.

Blended CAC

CAC calculated across all new customers, whether they arrived through paid media, organic search, referral or direct.

Blended CAC = total sales and marketing cost ÷ all new customers

It misleads when a large organic or repeat base hides a paid channel that is becoming expensive at the margin.

Paid CAC

The cost of a new customer acquired through paid media alone.

Paid CAC = paid media spend (plus directly attributable costs) ÷ new customers attributed to paid media

It misleads because attribution often credits paid channels with customers who would have bought anyway, so it can look better than the true incremental cost.

CAC payback period

The number of months it takes for the gross profit from a new customer to repay what it cost to acquire them.

CAC payback (months) = CAC ÷ (average monthly revenue per customer × gross margin %)

It misleads when calculated on revenue instead of gross margin, or when early churn means many customers leave before payback is reached.

Conversion rate

The share of people or accounts at one stage of a funnel who move to the next.

Conversion rate = conversions ÷ visitors (or sessions, clicks or leads) at that stage × 100

It misleads when the denominator changes quietly, for example switching from users to sessions, or when cheaper, lower-intent traffic pulls the rate down while sales actually rise.

Customer value

LTV (customer lifetime value, CLV)

The gross profit a customer is expected to generate over the whole relationship with your business.

LTV = average revenue per customer per period × gross margin % × expected number of periods retained

For subscriptions: LTV = average monthly revenue per customer × gross margin % ÷ monthly churn rate

It misleads when based on revenue rather than margin, or when a young business projects lifetimes far longer than its own history can support.

LTV:CAC ratio

How much value a customer creates for every unit spent acquiring them.

LTV:CAC = LTV ÷ CAC

It misleads when the LTV is optimistic and the CAC is incomplete; a very high ratio can also mean you are underinvesting and leaving growth to competitors.

Gross margin

The share of revenue left after the direct cost of producing and delivering what you sold.

Gross margin % = (revenue minus cost of goods sold) ÷ revenue × 100

It misleads in marketing maths when returns, discounts, shipping and marketplace fees are excluded from the cost side.

AOV (average order value)

The average revenue per order.

AOV = total revenue ÷ number of orders

It misleads when a few very large orders lift the average, or when bundles raise AOV while lowering margin per order.

Repeat purchase rate

The share of customers who buy more than once within a set period.

Repeat purchase rate = customers with two or more orders ÷ total customers in the period × 100

It misleads when the period is shorter than the natural repurchase cycle; a sunscreen bought once a season will always look weak over thirty days.

Churn rate

The share of customers who stop buying or cancel in a period.

Churn rate = customers lost in the period ÷ customers at the start of the period × 100

It misleads when customer churn is reported without revenue churn, because losing a few large accounts can hurt more than losing many small ones.

Retention rate

The share of customers at the start of a period who are still customers at the end of it.

Retention rate = (customers at end of period minus new customers acquired in the period) ÷ customers at start of period × 100

It misleads when new customers are left in the count, which lets strong acquisition mask weak loyalty.

Media

ROAS (return on ad spend)

Revenue attributed to advertising for every unit of currency spent on it.

ROAS = revenue attributed to ads ÷ ad spend

It misleads because it uses revenue, not profit, and relies on attribution that credits ads for sales that may have happened anyway; branded search and retargeting are the usual offenders.

MER (marketing efficiency ratio)

Total revenue for every unit spent on marketing across all channels, without any attribution.

MER = total revenue ÷ total marketing spend

It misleads when revenue moves for reasons outside marketing, such as a price change, a stock-out or a competitor leaving the market.

CPM (cost per thousand impressions)

The cost of showing an ad one thousand times.

CPM = ad spend ÷ impressions × 1,000

It misleads when cheap impressions come from placements nobody sees, so a lower CPM can mean less real attention.

CPC (cost per click)

The average cost of one click on an ad.

CPC = ad spend ÷ clicks

It misleads when cheap clicks come from low-intent audiences that never convert.

CPA (cost per acquisition or action)

The average cost of one defined action, such as a sale, sign-up or lead.

CPA = ad spend ÷ number of actions

It misleads when the “action” is defined loosely, for example counting every form fill as a lead or every trial as a sale.

Incrementality

The outcome that marketing actually caused, measured by comparing a group that saw it with a comparable group that did not.

Incremental lift % = (test group result minus control group result) ÷ control group result × 100

It misleads when test and control groups are not truly comparable, or when the test runs too briefly to capture delayed purchases.

Marketing mix modelling (MMM)

A statistical model, usually regression on several years of weekly data, that estimates how much each channel, and factors such as price, seasonality and distribution, contributed to sales.

It misleads when data is too short or spend too steady to separate effects, and when its outputs are treated as precise rather than as estimates with ranges.

Brand health

Share of search

Your brand’s share of all branded search volume in your category, widely used as an early indicator of market share.

Share of search = searches for your brand ÷ searches for all brands in the category × 100

It misleads when brand names are also common words, or when the competitor set is chosen to flatter you.

Share of voice (SOV)

Your share of total advertising presence in a category, measured by spend or impressions.

SOV = your media spend (or impressions) ÷ total category media spend (or impressions) × 100

It misleads when it counts only the channels you can monitor, or when spend is weighted equally across media with very different attention.

Excess share of voice (ESOV)

The difference between your share of voice and your share of market.

ESOV = share of voice minus share of market (percentage points)

It misleads when used as a guarantee; the link between ESOV and growth is an observed tendency across many brands, and weak creative can waste the advantage.

Mental availability

How likely your brand is to come to mind in the buying situations that matter for your category, often measured against category entry points such as “a snack for the drive” or “a sensor for high-temperature use”.

Mental penetration = category buyers who link your brand to at least one entry point ÷ all category buyers surveyed × 100

It misleads when the entry points are invented by the brand team rather than taken from how buyers describe their needs.

Aided and unaided awareness

Unaided awareness is the share of people who name your brand without a prompt; aided awareness is the share who recognise it when shown a name or logo.

Awareness % = respondents who name (unaided) or recognise (aided) the brand ÷ total respondents × 100

It misleads when the sample is not your actual buyers, or when awareness is high but nobody associates the brand with a reason to choose it.

Brand lift

The change in a brand measure, such as awareness, consideration or ad recall, caused by a campaign.

Brand lift = metric in exposed group minus metric in unexposed control group (percentage points)

It misleads when measured straight after exposure, which captures short-term recall rather than lasting memory.

NPS (Net Promoter Score)

A measure of how likely customers are to recommend you, from a single 0 to 10 question.

NPS = % promoters (scores 9 or 10) minus % detractors (scores 0 to 6)

It misleads when surveyed only after good moments, when sample sizes are small, or when compared across industries and countries with different response habits.

B2B pipeline

MQL (marketing qualified lead)

A lead that meets agreed marketing criteria, such as fit with your target accounts and a meaningful level of engagement, and is judged ready for sales attention.

It misleads when the criteria reward activity over intent, so a researcher who downloads five papers outranks a buyer who asked for a price.

SQL (sales qualified lead)

A lead that sales has reviewed and accepted as a genuine potential opportunity, typically with need, authority, budget or timing confirmed.

It misleads when sales and marketing have not written the definition down together, so each team counts something different.

Cost per qualified lead

What it costs to generate one lead that meets your qualification criteria.

Cost per qualified lead = marketing spend ÷ qualified leads (MQL or SQL, as agreed)

It misleads when the definition of qualified slips over time, or when cheap qualified leads convert to opportunities far less often than expensive ones.

Win rate

The share of closed opportunities that you win.

Win rate = deals won ÷ (deals won plus deals lost) × 100

It misleads when stalled deals are never marked lost, which keeps them out of the denominator and inflates the rate.

Sales cycle length

The average time from an opportunity being created to the deal closing.

Sales cycle length = total days from creation to close for won deals ÷ number of won deals

It misleads when the start date is inconsistent; long technical evaluations that begin before an opportunity is logged make cycles look shorter than buyers experience them.

Pipeline velocity

The value of revenue moving through your pipeline per day.

Pipeline velocity = (number of qualified opportunities × win rate × average deal value) ÷ sales cycle length in days

It misleads when one large deal dominates the average, or when the inputs come from different periods.

Communications

Reach

The number or share of your intended audience who actually received a message, whether employees, investors, journalists or customers.

Reach % = audience members who received or opened the message ÷ intended audience × 100

It misleads when it counts sends rather than receipt, which overstates reach among frontline and deskless teams without company email.

Comprehension

The share of the audience who can correctly explain the key point of a message after receiving it, usually measured with a short survey or pulse question.

Comprehension % = respondents who correctly state the key message ÷ total respondents × 100

It misleads when the survey question hints at the answer, or when only the most engaged people respond.

Action rate

The share of the audience who did what the communication asked, such as completing training, adopting a process or registering for an event.

Action rate = audience members who completed the action ÷ intended audience × 100

It misleads when the action would have happened anyway, for example a mandatory task, so the message gets credit it did not earn.

Glossary questions

Asked in every budget review.

What is the difference between ROAS and MER?

ROAS divides the revenue an ad platform attributes to itself by that platform’s spend, so it is useful for tuning a single channel. MER divides all revenue by all marketing spend with no attribution at all. MER is the more honest overall check; ROAS is the more detailed steering tool. Most consumer brands need both.

How do you calculate CAC payback period?

Divide your customer acquisition cost by the monthly gross profit a typical customer generates, which is average monthly revenue per customer multiplied by gross margin. The result is the number of months until a new customer has repaid what it cost to win them. Using revenue instead of gross margin will make payback look shorter than it is.

What is the difference between TAM, SAM and SOM?

TAM is the total revenue available if every possible buyer chose you. SAM is the part of that you can actually serve with your current product, channels and geography. SOM is the share of SAM you can realistically win in a set period. Investors and boards trust market sizes built bottom-up, from buyer counts and deal values.

What is the difference between an MQL and an SQL?

A marketing qualified lead meets criteria marketing has set, usually fit and engagement. A sales qualified lead has been reviewed and accepted by sales as a real potential opportunity. The handover between the two is where most B2B pipelines leak, so both definitions should be written down and agreed by both teams.

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