Growth Lab · Glossary

Every growth term, clearly defined.

101 plain-language marketing definitions for GCC founders and operators — with the formulas and worked examples that actually matter.

Popular terms

Most looked up

Strategy

15 terms
Strategy

Account-Based Marketing

ABM flips the funnel: instead of casting wide and filtering, you pick a defined list of high-value target accounts and orchestrate marketing and sales to win them specifically.

Strategy

Demand Generation

Demand Generation is the work of creating future buyers — building awareness, trust, and category understanding in people who aren't in-market yet, so they choose you when they are.

Strategy

Flywheel

A flywheel is a model of compounding momentum: each part of the business feeds the next, so growth gets easier over time instead of harder. It is the strategic cousin of the growth loop.

Strategy

Go-to-Market

A Go-to-Market is the plan for how a product reaches and wins its first (or next) customers — the audience, the offer, the channels, and the sequence of moves that get you to traction.

Strategy

Growth Loops

A growth loop is a self-reinforcing cycle where the output of one user's activity becomes the input that acquires the next — growth that compounds instead of leaking.

Strategy

Ideal Customer Profile

An Ideal Customer Profile describes the exact kind of company (or person) you're built to serve — the segment where you win deals fastest, deliver the most value, and earn the highest retention.

Strategy

Jobs To Be Done

Jobs To Be Done is a lens that says customers do not buy products — they "hire" them to make progress on a job in their life. Understand the job and your positioning and creative get sharper.

Strategy

North Star Metric

A North Star Metric is the single number that best captures the value your product delivers to customers — the one metric the whole company aligns behind.

Strategy

Pipeline / Funnel

The pipeline (or funnel) is the staged view of every potential customer in motion — from first touch through to closed deal — so you can see where revenue is forming and where it's leaking.

Strategy

Positioning

Positioning is the deliberate choice of which market you compete in, who you're for, and what you're uniquely better at — the strategic frame that makes everything else (messaging, pricing, channels) obvious.

Strategy

Product-Led Growth

Product-Led Growth uses the product itself as the main engine of acquisition, conversion, and expansion — users experience value before they ever talk to sales.

Strategy

Product–Market Fit

Product–Market Fit is the moment a product is in a market that genuinely wants it — pull from customers exceeds push from the team, and growth starts to compound on its own.

Strategy

TAM / SAM / SOM

TAM, SAM, and SOM size a market in three concentric rings — the total demand, the slice you can serve, and the share you can realistically win — grounding growth plans in reality.

Strategy

The Transfer Model

The Transfer Model is Kando's operating philosophy: we build your growth engine, run it with you, then train your team to own it — so you end up independent, not dependent.

Strategy

Value Proposition

A value proposition is the clear statement of the specific value you deliver, for whom, and why it beats the alternative. It is the sentence everything else in marketing hangs from.

Paid Media

15 terms
Paid Media

Conversions API

The Conversions API sends conversion events to ad platforms directly from your server, recovering the signal lost when browsers and ad-blockers break the pixel.

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CPA

Cost per acquisition is what you pay, on one channel or campaign, for a single conversion.

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CPC

CPC is the average price you pay for one click on an ad.

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CPL

Cost per lead is what you pay to generate one lead — someone who shares their contact details.

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CPM

CPM is what you pay per 1,000 ad impressions — the baseline price of reach on a channel.

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CTR

Click-through rate is the share of people who clicked after seeing your ad or link.

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Frequency

Frequency is the average number of times each person saw your ad over a period.

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Impressions

An impression is one instance of your ad or content being shown. It counts views, not unique people.

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Lookalike Audience

A lookalike audience asks an ad platform to find new people who resemble your best existing customers, using a seed list you upload. It is how first-party data becomes prospecting reach.

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MER

MER, or blended ROAS, is total revenue divided by total marketing spend across every channel.

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Quality Score

Quality Score is Google's 1–10 rating of how relevant your keyword, ad, and landing page are. A higher score lowers your cost per click and lifts your ad position.

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Reach

Reach is the number of unique people who saw your content at least once.

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Retargeting

Retargeting shows ads to people who already engaged with you — site visitors, cart abandoners, video viewers — to bring them back and convert. It is the highest-intent, lowest-cost segment in paid media.

Paid Media

Smart Bidding

Smart Bidding lets the ad platform set each bid automatically using machine learning, optimising toward a goal you define — a target cost per acquisition or a target return on ad spend.

Paid Media

Tracking Pixel

A tracking pixel is a small snippet that loads on your site to record visitor actions and send them to ad and analytics platforms — the foundation of conversion tracking and retargeting.

Metrics

8 terms
Metricsfx

Average Order Value

Average Order Value is the average amount a customer spends per transaction. Lifting it is often the fastest, cheapest way to improve unit economics — no extra ad spend required.

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Blended CAC

Blended CAC is your total acquisition cost across every channel — paid and organic combined — divided by all new customers. It is the honest, company-level cost of growth.

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Contribution Margin

Contribution margin is the revenue left from a sale after the variable costs of delivering it — what is actually available to cover marketing and overhead.

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Customer Acquisition Cost

Customer Acquisition Cost is what it costs you, on average, to win one new paying customer — total sales & marketing spend in a period divided by the new customers acquired in that same period.

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Lifetime Value

Lifetime Value is the total gross profit you expect from a customer over the life of the relationship. Healthy SaaS businesses target an LTV:CAC of roughly 3:1.

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LTV:CAC Ratio

The LTV:CAC ratio compares the lifetime value of a customer to what it cost to acquire them. It is the single clearest read on whether your growth is economically healthy.

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Payback Period

Payback Period is how many months it takes for the gross profit from a new customer to repay what you spent to acquire them. Shorter is safer — most healthy SaaS sits under 12 months.

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ROAS

Return on Ad Spend is the revenue generated for every unit of currency spent on advertising. It's a media efficiency metric — useful, but not the same as profit.

Measurement

8 terms
Measurement

A/B Test

An A/B test splits traffic between two versions to measure which performs better, isolating the effect of a single change so you learn from data instead of opinion.

Measurement

Consent Mode

Consent Mode adjusts how Google's tags behave based on a visitor's cookie choices, modelling conversions when consent is denied so your measurement survives privacy rules.

Measurement

First-Party Data

First-party data is information you collect directly from your audience, with consent. As third-party cookies disappear, it is the durable foundation of targeting and measurement.

Measurement

Incrementality

Incrementality measures the conversions that happened because of a campaign — not the ones that would have happened anyway. It is the truth that last-click attribution cannot see.

Measurement

Marketing Mix Modeling

Marketing Mix Modeling uses statistics to estimate how each channel contributes to sales using aggregate data — privacy-proof and immune to cookie loss.

Measurement

Server-Side Tracking

Server-side tracking sends analytics and conversion data from your own server instead of the browser — more accurate, more durable, and harder for ad-blockers and ITP to break.

Measurement

Statistical Significance

Statistical significance tells you whether a test result is a real effect or just random noise. Below it, you are reading tea leaves.

Measurement

UTM Parameters

UTM parameters are tags added to a URL so analytics can see exactly which campaign, source, and medium drove a visit. Consistent UTMs are the backbone of clean reporting.

GEO

12 terms
GEO

AI Overviews

AI Overviews are the AI-generated answers Google places at the top of many results, synthesising information from multiple sources — often before any traditional link.

GEO

Arabic & Bilingual SEO

Arabic and bilingual SEO optimises a site to rank for both Arabic and English searches in the GCC — handling RTL, dialect, transliteration, and correct language signals to search engines.

GEO

Backlinks

Links from other websites to yours — a core signal of authority for search engines.

GEO

Core Web Vitals

Google's metrics for real-world page experience: loading speed, interactivity, and visual stability.

GEO

E-E-A-T

E-E-A-T is Google's framework for judging content quality — Experience, Expertise, Authoritativeness, and Trust. It increasingly decides who ranks and who gets cited by AI.

GEO

Generative Engine Optimization

Generative Engine Optimization is the practice of structuring your content so AI engines — ChatGPT, Perplexity, Google AI Overviews, Claude — cite you when they answer questions in your category.

GEO

Keyword Ranking

Where your pages appear in search results for a given query.

GEO

Organic Traffic

Visitors who reach your site from unpaid search results rather than ads.

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SERP

The SERP is the page of results a search engine returns for a query. It is no longer ten blue links — it is a battlefield of ads, snippets, maps, and AI answers.

GEO

Share of Model

How often AI engines (ChatGPT, Perplexity, Google AI Overviews) cite or recommend your brand for category questions — the GEO-era successor to share of search.

GEO

Structured Data

Structured data is code added to a page that labels its content for machines — so search engines and AI can understand what it is and show rich results.

GEO

Topical Authority

Topical authority is the depth and breadth of credibility a site earns on a subject by covering it comprehensively. Search engines reward the site that clearly owns a topic.

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