ADSSystem

Advertising and unit economics glossary

Every term a media buyer, founder or analyst runs into when the question is what the advertising earned. Written plainly, without the padding.
In one line

1,806 terms from paid media and unit economics, split into 17 subject pages plus an A to Z index. Every definition written in plain English, each linked to the calculator that works the number out where one exists.

A9
Ad rank

The score Google uses to decide whether your ad shows and in what position. Bid is only one input; expected click-through rate, ad relevance and landing page experience carry as much weight.

Ad relevance

How closely the ad copy matches the intent behind the keyword. A component of Quality Score, and usually the cheapest one to fix.

Assisted conversion

A conversion where a channel appeared somewhere in the path but was not the last touch. Useful for spotting undervalued channels, easy to double-count.

Attribution

The rules that decide which touchpoint gets credit for a conversion. Every model is a choice, not a measurement, and every platform picks the one that flatters itself.

Attribution window

How long after a click or impression a conversion still counts. Shorten it and every channel looks worse; lengthen it and everything looks better.

Auction

The real-time process that picks which ads show for a query. You are not bidding against a fixed price, you are bidding against whoever else wants that person right now.

Auto-bidding

Letting the platform set bids toward a goal you define. Works when conversion data is clean and plentiful, fails quietly when it is neither.

Average order value

Revenue divided by orders. The one growth input you do not have to buy.

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Awareness

The top of the funnel, where the goal is being known rather than being bought from. Measured in reach and frequency, not in ROAS.

B8
Bid

What you are willing to pay for a click, impression or conversion. In modern accounts you rarely set it directly, you set the target that produces it.

Bid strategy

The rule set that turns your goal into bids. Maximise clicks, target CPA, target ROAS and maximise conversion value all behave differently under the same budget.

Blended CAC

Total sales and marketing cost divided by all new customers, paid and organic together. The number the business feels, as opposed to the one the ad platform reports.

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Bounce rate

The share of sessions with no second interaction. A weak signal on its own and a strong one when it moves after a landing page change.

Break-even ROAS

The return on ad spend at which a campaign stops losing money. One divided by gross margin, before anything else is considered.

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Broad match

The loosest keyword match type. Modern broad match plus smart bidding can work well; broad match with manual bids is a way to donate money.

Budget pacing

Spending the budget evenly across the period rather than exhausting it in the first ten days. Front-loading distorts every weekly comparison that follows.

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C18
CAC

Customer acquisition cost. Everything spent to win a customer divided by the customers won. Larger than CPA whenever not every conversion is a customer.

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CAC payback

How many months of gross profit it takes to earn back what a customer cost to acquire. The number that decides whether growth is fundable.

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Campaign

The container that holds budget, targeting and bidding rules. Structure decides what you can control and what you can only observe.

Churn rate

The share of customers who leave in a period. Its inverse is average customer lifetime, and it compounds far faster than most people assume.

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Click-through rate

Clicks divided by impressions. A relevance signal on search and a creative signal on social.

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Cohort

A group defined by when they joined. Comparing cohorts rather than months is the only way to see whether retention is genuinely improving.

Contribution margin

Price minus every cost that moves with the unit. The only per-unit number that answers whether one more sale makes you better off.

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Conversion

The action you decided counts. Define it too loosely and the bidding algorithm will happily optimise toward noise.

Conversion rate

The share of clicks or sessions that convert. The strongest lever in the chain, because it multiplies everything downstream.

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Conversion window

The period after a click during which a conversion is attributed to it. Different from the attribution window in that it applies per conversion action.

Cost per acquisition

Ad spend divided by conversions. Not the same as customer acquisition cost unless every conversion is a customer.

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Cost per click

What a single click costs on average. A function of bid, competition and quality, not a price you set.

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Cost per lead

Spend divided by leads. The first number in a chain that ends at cost per customer, and meaningless without the rest of it.

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Cost per mille

The price of a thousand impressions. The base currency of paid media, since every other cost metric is derived from it.

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Cost per view

What a counted video view costs. Compare across platforms only after checking what each one counts as a view.

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Creative fatigue

The decay in performance as the same audience sees the same creative repeatedly. Shows up first as falling click-through rate and rising frequency.

Cross-device

A path that starts on one device and finishes on another. The reason platform-reported and analytics-reported conversions rarely agree.

Customer lifetime value

The gross profit a customer produces over the whole relationship. Sets the ceiling on what you can afford to pay to acquire them.

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D6
Dayparting

Restricting or adjusting spend by hour and day. Worth doing when conversion rate genuinely varies by time, not because the graph looks bumpy.

Deduplication

Removing double-counted conversions when several channels claim the same sale. Without it, channel reports add up to more revenue than the business made.

Demand capture

Advertising to people already looking for what you sell. Cheap and finite, because you cannot capture more demand than exists.

Demand generation

Creating want where none existed yet. Expensive, slow, and the only way past the ceiling that demand capture eventually hits.

Display network

Banner inventory across websites and apps. Cheap impressions, weak intent, and the first place a careless budget disappears.

Dynamic search ads

Ads generated from your site content rather than from keywords you chose. Useful for discovery, dangerous without a tight exclusion list.

E5
eCPM

Effective cost per thousand impressions, derived after the fact from whatever you paid. The common unit for comparing buys priced differently.

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Engagement rate

Interactions divided by reach, impressions or followers. Three definitions that produce three different numbers from the same post.

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Exact match

The tightest keyword match type. Still matches close variants, so it is exact in name rather than in behaviour.

Exclusion list

Placements, audiences or search terms you have told the platform to avoid. The most neglected asset in most accounts.

Expected CTR

The platform prediction of how likely your ad is to be clicked. A Quality Score input you influence through relevance rather than through bidding.

F4
First-party data

Data you collected directly from your own customers. Increasingly the only durable targeting and measurement asset you own.

Frequency

Average impressions per person in the period. Rises quietly when audiences are small, and takes performance down with it.

Frequency capping

A limit on how often one person sees the ad. The cheapest defence against creative fatigue.

Funnel

The narrowing path from impression to customer. Every metric on this site sits at one specific point in it.

G3
Geo-targeting

Restricting delivery by location. Also the cleanest way to run a holdout test, since you can switch a region off and watch what happens.

Gross margin

Revenue minus cost of goods, as a share of revenue. Decides what break-even ROAS has to be.

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Gross profit

Revenue minus cost of goods, in currency rather than percent. The money that has to cover acquisition.

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H2
Halo effect

The lift a campaign produces in channels other than itself. Real, frequently claimed, and rarely measured properly.

Holdout test

Deliberately withholding advertising from a group or region to see what happens without it. The only honest measure of incrementality.

I5
Impression

One serve of an ad. What you buy, as opposed to what you get.

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Impression share

The share of available impressions you won. The gap tells you whether the constraint is budget or rank.

In-market audience

People the platform believes are actively shopping in a category. Useful, and only as accurate as the signals behind it.

Incrementality

The conversions that would not have happened without the ad. The number that matters, and the one no platform reports.

iROAS

Incremental return on ad spend. ROAS measured against a holdout rather than against platform attribution, and usually far lower.

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K1
Keyword

The term you bid on. Increasingly a hint rather than an instruction, given how loosely modern matching works.

L5
Landing page experience

The platform assessment of what happens after the click. A Quality Score input, and the one with the largest effect on conversion rate.

Last-click attribution

Giving all credit to the final touch. Simple, auditable, and systematically biased toward the bottom of the funnel.

Lead

A person who identified themselves without buying yet. A lead is not a customer, and CPL is not CAC.

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Lookalike audience

An audience modelled on the traits of an existing one. Quality depends entirely on the quality of the seed list.

Lost impression share

The share of impressions you missed, split into budget and rank. Tells you which constraint to attack.

M5
Marginal ROAS

The return on the next dollar of spend, not the average across all dollars. Always lower than blended ROAS, and the number that should drive budget decisions.

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Marketing efficiency ratio

Total revenue divided by total marketing spend, across all channels. Immune to attribution arguments, which is exactly why it is useful.

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Markup

How much you added on top of cost, as a share of cost. Not the same as margin, and the confusion between them is expensive.

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Media mix modelling

Statistical modelling of how each channel contributed, using aggregate data rather than tracking individuals. Slow, expensive, and privacy-resistant.

Multi-touch attribution

Splitting credit across several touchpoints. More honest than last-click in principle, and heavily dependent on assumptions in practice.

N2
Negative keyword

A term you have told the platform never to match. The single highest-return maintenance task in a search account.

Net revenue retention

Revenue from existing customers this period against last, including expansion and churn. Above one hundred percent means the base grows without new customers.

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O3
Offline conversion import

Sending sales that happened outside the website back into the ad platform. The fix for optimising toward leads that never close.

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Optimisation score

A platform recommendation score. A checklist of what the platform would like you to do, which is not the same as what you should do.

Organic uplift

The increase in unpaid traffic caused by paid activity. Real in brand campaigns, and the reason pure paid ROAS understates some spend.

P7
Payback period

Months of gross profit needed to recover acquisition cost. Shorter payback means the same capital funds more growth.

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Performance Max

A campaign type that runs across all Google inventory with minimal manual control. Effective with clean data and strong assets, opaque when either is missing.

Placement

The specific site, app or surface where an ad appeared. Reviewing placements is how you find out where the cheap impressions came from.

POAS

Profit on ad spend. ROAS calculated on gross profit rather than revenue, which is the version that reflects reality.

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Post-click

A conversion that followed a click. The stricter and more defensible of the two conversion types.

Post-view

A conversion counted after an impression with no click. Legitimate in principle, wildly over-claimed in practice.

Programmatic

Automated buying of display and video inventory through exchanges. Efficient at scale, and layered with fees that erode the working media percentage.

Q2
Qualified lead

A lead that meets the criteria worth a salesperson time. The gap between leads and qualified leads is where most cheap CPLs die.

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Quality score

A one to ten diagnostic of expected click-through rate, ad relevance and landing page experience. Directional rather than exact, and worth watching as a trend.

R6
Reach

The number of distinct people who saw the ad, as opposed to the number of impressions served.

Refund rate

The share of orders returned or refunded. Applied after revenue, before margin, and routinely left out of ROAS targets.

Retargeting

Advertising to people who already interacted with you. Posts excellent attributed ROAS and delivers modest incremental ROAS.

Return on ad spend

Revenue divided by ad spend. Says nothing about profit until you put margin next to it.

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Revenue per click

Revenue divided by clicks. The most direct way to see what a click is worth, and therefore what you can pay for one.

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RFM

Recency, frequency and monetary value. A simple segmentation that usually beats far more elaborate models.

S6
Search terms report

The actual queries that triggered your ads, as opposed to the keywords you bid on. The gap between the two is where the money leaks.

Seasonality

Predictable variation across the year. Comparing this month to last without accounting for it produces confident nonsense.

Segment

A subset of an audience defined by shared traits or behaviour. Averages hide problems that segments reveal.

Share of voice

Your share of the available impressions or conversations in a category. A competitive measure rather than a performance one.

Smart bidding

Machine-set bids optimised toward a conversion goal. Needs volume and accurate conversion data, and degrades badly without either.

Statistical significance

The probability that a difference between two variants is not chance. Ninety-five percent is convention, not law.

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T4
Target CPA

A bid strategy aiming for an average acquisition cost. Set it below what the account has ever achieved and delivery simply stops.

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Target ROAS

A bid strategy aiming for a revenue-to-spend ratio. Only sensible once you know the break-even ratio it has to clear.

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Top of funnel

Activity aimed at people who do not know you yet. Judged on reach and cost per view, never on last-click ROAS.

Tracking template

The URL structure that carries tracking parameters through to the site. Break it and every downstream report goes blank.

U2
Unit economics

What one sale is worth after everything variable is paid. The foundation under every media decision on this site.

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UTM parameter

A tag appended to a URL so analytics can identify the source. Inconsistent naming across a team destroys more reporting than any tool ever fixes.

V5
Value per click

Revenue or gross profit generated per click. Multiply by expected clicks to sanity-check any budget.

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Variable cost

A cost that moves with volume. Goods, shipping, processing and returns, as opposed to rent and salaries.

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vCPM

Cost per thousand viewable impressions, rather than served ones. Always higher than CPM, and closer to what you bought.

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View-through conversion

A conversion attributed to an impression that was never clicked. Treat as a directional signal, never as revenue.

Viewability

Whether an impression was capable of being seen. An impression that rendered below the fold is a cost without an audience.

W1
Winback

A campaign aimed at customers who already left. Cheaper than new acquisition, and capped by how many lapsed customers exist.

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