Back to Interactive CalculatorOpen Standard Knowledge Corpus
All 19 Categories Β· Complete Knowledge Base473+ Verified Entries

The Performance Marketer's Reference Handbook

Every metric, platform dynamic, attribution model, and growth equation explained with deterministic mathematical equations, zero-jargon plain English meanings, and strategic rules of thumb.

Category 1 of 19

Core Performance Marketing

23 Terms

Core Performance Marketing is the financial and strategic foundation that every other category sits on. Before you touch an ad account, write a brief, or interpret a dashboard, you need to understand these numbers - because every platform decision you make is really a decision about these metrics wearing a different costume.

πŸ”₯ Tier 1 - Must KnowCAC

Customer Acquisition Cost (CAC)

How much total marketing and ad money you spent to acquire one brand-new paying customer.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowLTV

Customer Lifetime Value (LTV / CLV)

The total net profit your business makes from a customer across their entire relationship with you.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowLTV:CAC

LTV:CAC Ratio

Comparing how much profit a customer brings in versus what it cost to acquire them (3:1 means β‚Ή3 earned for every β‚Ή1 spent).

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowROAS

Return on Ad Spend (ROAS)

How much revenue you made for every β‚Ή1 spent on ads (e.g. 4.0x ROAS = β‚Ή400 sales from β‚Ή100 ad spend).

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowROI

Return on Investment (ROI)

Net profit made from marketing divided by total marketing investment, showing true return on investment.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowCPA

Cost Per Action / Acquisition (CPA)

The average cost you pay each time a user completes a desired action like a purchase or sign-up.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowCPM

Cost Per Mille (CPM)

The cost to show your ad 1,000 times on user screens.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowCPC

Cost Per Click (CPC)

The exact amount of money you pay the ad network each time someone clicks your ad.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowCTR

Click-Through Rate (CTR)

The percentage of people who saw your ad and actually clicked on it.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowCVR

Conversion Rate (CVR)

The percentage of page visitors who took the final action, like buying or submitting a lead form.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowGross Margin

Gross Margin

Revenue minus cost of goods - the real profit layer

Read Definition & Math→
⚑ Tier 2 - ImportantMER

Marketing Efficiency Ratio (MER)

Total business revenue divided by total ad spend across all channels combined.

Read Definition & Math→
⚑ Tier 2 - ImportantPayback Period

Payback Period

How many months it takes for a customer’s repeat purchases to fully pay back their acquisition cost (CAC).

Read Definition & Math→
⚑ Tier 2 - ImportantContribution Margin

Contribution Margin

Revenue minus variable costs per unit

Read Definition & Math→
⚑ Tier 2 - ImportantFrequency

Frequency

The average number of times the same individual person saw your ad.

Read Definition & Math→
⚑ Tier 2 - ImportantReach

Reach

Unique people who saw your ad at least once

Read Definition & Math→
⚑ Tier 2 - ImportantCPL

Cost Per Lead (CPL)

What you paid to generate one lead

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowImpression

Impression

One instance of your ad being displayed

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowSOV

Share of Voice (SOV)

Your brand's % of total category ad presence

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowBlended CAC

Blended CAC

Average CAC across all channels combined (⚠️ Use with caution)

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheCohort Analysis

Cohort Analysis

Grouping customers by their first purchase month and tracking their retention and spending over time.

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheIncrementality

Incrementality (iROAS / Lift)

Testing whether an ad actually caused a new sale or if the customer would have bought anyway.

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheSaturation Point

Saturation Point

The budget level where returns start diminishing

Read Definition & Math→
Category 2 of 19

Google Ads

27 Terms

Google Ads is the world's largest paid search platform and one of the highest-intent advertising channels available to performance marketers. Unlike social media advertising, where you interrupt people with content, Google Search captures people at the exact moment they are actively looking for something - making it uniquely powerful for driving conversions.

πŸ”₯ Tier 1 - Must KnowQuality Score

Quality Score

Google's 1-10 score driving your ad costs

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowAd Rank

Ad Rank

The formula that decides if and where your ad shows

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowKeywords

Keywords

The search terms you bid on to trigger your ads

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowMatch Types

Keyword Match Types

Broad / Phrase / Exact - how tightly you match searches

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowSearch Intent

Search Intent

The reason behind a user's search query

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowNegative Keywords

Negative Keywords

Terms you exclude to stop wasting spend

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowLP Experience

Landing Page Experience

How Google evaluates the page you send traffic to

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowSmart Bidding

Smart Bidding

Google's ML-powered automated bidding strategies

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowGSN

Google Search Network (GSN)

Ads on Google search results pages

Read Definition & Math→
⚑ Tier 2 - ImportantImpression Share

Impression Share (IS)

% of eligible impressions your ads actually received

Read Definition & Math→
⚑ Tier 2 - ImportantLost IS (Budget)

Search Lost IS (Budget)

Impressions lost because daily budget ran out

Read Definition & Math→
⚑ Tier 2 - ImportantLost IS (Rank)

Search Lost IS (Rank)

Impressions lost because Ad Rank was too low

Read Definition & Math→
⚑ Tier 2 - ImportantAd Assets

Ad Extensions / Assets

Extra information attached to your text ad

Read Definition & Math→
⚑ Tier 2 - ImportantAuction Insights

Auction Insights

Competitive benchmarking tool inside Google Ads

Read Definition & Math→
⚑ Tier 2 - ImportantGDN

Google Display Network (GDN)

Ads on Google's partner website network (2M+ sites)

Read Definition & Math→
⚑ Tier 2 - ImportantPMax

Performance Max (PMax)

Google's all-in-one automated AI campaign type

Read Definition & Math→
⚑ Tier 2 - ImportantRSA

Responsive Search Ads (RSA)

AI-assembled ads from multiple headlines/descriptions

Read Definition & Math→
⚑ Tier 2 - ImportantConversion Tracking

Conversion Tracking

Measuring which clicks lead to valuable actions

Read Definition & Math→
⚑ Tier 2 - ImportantExpected CTR

Expected CTR

Quality Score sub-component: predicted click rate

Read Definition & Math→
⚑ Tier 2 - ImportantAd Relevance

Ad Relevance

Quality Score sub-component: message alignment

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowGoogle Shopping

Google Shopping / PLA

Product listing ads with images & prices for e-commerce

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowDSA

Dynamic Search Ads (DSA)

Ads auto-generated from your website content

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowAudiences

Audience Targeting on Google

In-market, affinity, custom intent, and customer match lists

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowRLSA

Remarketing Lists for Search Ads (RLSA)

Adjusting Search bids and copy for past website visitors

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheValue-Based Bidding

Value-Based Bidding (VBB)

Bidding toward conversion value/revenue, not just volume

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheDDA

Data-Driven Attribution (DDA)

Google's ML model for distributing fractional conversion credit

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheBroad + Smart Bidding

Broad Match + Smart Bidding

The modern Google Ads pairing of Broad Match with Smart Bidding

Read Definition & Math→
Category 3 of 19

Meta Ads

24 Terms

Meta Ads (Facebook & Instagram) is the largest social media advertising platform in the world and the most widely used paid social channel for performance marketers in India. Unlike Google Search which captures existing demand, Meta creates demand - it reaches people based on who they are, what they care about, and what they have done, rather than what they are searching for right now.

πŸ”₯ Tier 1 - Must KnowMeta Pixel

Meta Pixel

The tracking code that powers everything on Meta

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowCBO vs ABO

Campaign Structure (CBO vs ABO)

How budgets and targeting are organised across 3 levels

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowAudiences

Audiences - Core, Custom & Lookalike

The three audience types every Meta advertiser uses

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowObjectives

Campaign Objectives

What you tell Meta you want to optimise for

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowCreatives

Creative - Image, Video, Carousel & UGC

The formats that carry your message

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowPlacements

Ad Placements

Where your ads appear across Meta's properties

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowRetargeting

Retargeting / Remarketing

Showing ads to people who already know you

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowTOFU/MOFU/BOFU

TOFU / MOFU / BOFU - Funnel Framework

Funnel stage framework for campaign planning

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowASC

Advantage+ Shopping Campaigns (ASC)

Meta's automated full-funnel AI e-commerce campaign

Read Definition & Math→
⚑ Tier 2 - ImportantEvents Manager

Meta Events Manager

The hub for managing pixel events and conversions

Read Definition & Math→
⚑ Tier 2 - ImportantAEM

Aggregated Event Measurement (AEM)

Meta's iOS 14+ privacy measurement protocol

Read Definition & Math→
⚑ Tier 2 - ImportantAd Fatigue

Ad Fatigue

Creative exhaustion signal: Frequency ↑ + CTR ↓ + CPA ↑

Read Definition & Math→
⚑ Tier 2 - ImportantCreative Testing

Creative Testing - A/B & Multivariate

Structured approach to finding winning creatives

Read Definition & Math→
⚑ Tier 2 - ImportantCAPI

Conversion API (CAPI)

Server-side tracking to replace browser pixel signal loss

Read Definition & Math→
⚑ Tier 2 - ImportantBroad Targeting

Broad Targeting on Meta

Minimal interest targeting - letting creative and algorithm find buyers

Read Definition & Math→
⚑ Tier 2 - ImportantDynamic Ads

Dynamic Ads (DPA)

Automated personalised ads from a product catalogue

Read Definition & Math→
⚑ Tier 2 - ImportantLead Ads

Lead Ads (Instant Forms)

Native instant lead forms inside Facebook & Instagram

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowSocial Proof

Social Proof

Likes, comments, and shares that build ad credibility

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowDark Posts

Dark Posts

Unpublished posts used exclusively as ads without clogging feed

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowReach & Frequency

Reach & Frequency Buying

Reserved buying for locked, predictable reach and CPM

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowAdvantage+ Audience

Meta Advantage+ Audience

Meta's AI-driven audience expansion feature

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheAttribution Window

Attribution Window

The time window Meta uses to credit conversions (7d click / 1d view)

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheiOS 14 Signal Loss

Signal Loss & iOS 14 Impact

Why Meta data became modeled post-2021 and how to adapt

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheCreative-Led Growth

Creative-Led Performance

The philosophy that creative IS the targeting and primary growth lever

Read Definition & Math→
Category 4 of 19

Analytics & Tracking

22 Terms

Analytics & Tracking is the infrastructure that converts raw ad activity into actionable insight. Without it, you are flying blind - spending money with no reliable way to measure what is working, what is not, or why. This category covers the tools, concepts, and frameworks that performance marketers use to measure, interpret, and act on data across every channel.

πŸ”₯ Tier 1 - Must KnowGA4

Google Analytics 4 (GA4)

The industry-standard event-based web analytics platform

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowUTMs

UTM Parameters

Tags appended to URLs that track traffic sources

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowConversion Tracking

Conversion Tracking (3 Layers)

Measuring which actions your ads actually produce

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowEngagement Rate

Bounce Rate vs. Engagement Rate

How users interact (or don't) with your landing pages

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowSessions & Users

Sessions & Users

The basic units of volume measurement in web analytics

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowFunnel Analysis

Funnel Analysis

Visualising and diagnosing drop-off across the user journey

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowKPI Framework

KPIs - Key Performance Indicators

The metrics that actually matter for your specific objective

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowReporting

Dashboard & Reporting

Communicating performance data clearly to stakeholders

Read Definition & Math→
⚑ Tier 2 - ImportantGTM

Google Tag Manager (GTM)

Tag management system for deploying tracking without code

Read Definition & Math→
⚑ Tier 2 - ImportantEvent Tracking

Event Tracking

Measuring specific user interactions beyond basic pageviews

Read Definition & Math→
⚑ Tier 2 - ImportantSegmentation

Audience Segmentation

Splitting data into meaningful subgroups for deep analysis

Read Definition & Math→
⚑ Tier 2 - ImportantLooker Studio

Looker Studio (formerly Data Studio)

Google's free business intelligence and dashboard reporting tool

Read Definition & Math→
⚑ Tier 2 - Important1st-Party Data

First-Party Data

Data you collect directly and own outright with user consent

Read Definition & Math→
⚑ Tier 2 - ImportantJourney Mapping

Customer Journey Mapping

Visualising all touchpoints from initial awareness to purchase

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowPV vs Session vs User

Pageviews vs. Sessions vs. Users

The hierarchy of web analytics volume metrics

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowEngagement Time

Time on Page / Engagement Time

How long users spend actively consuming your landing page content

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowExit Rate

Exit Rate

% of sessions that ended on a specific page

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowDirect Traffic

Direct Traffic

Visits with no tracked source (often untagged marketing leaks)

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheData Sampling

Data Sampling in GA4

When GA4 estimates rather than counts - and why it matters

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheCustom Dimensions

Custom Dimensions & Metrics

Extending GA4 with business data it doesn't capture by default

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheCross-Device

Cross-Device Tracking

Stitching user journeys across mobile, tablet, and desktop

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheBigQuery Export

BigQuery Export (GA4)

Raw, unsampled hit-level event data streamed to cloud data warehouse

Read Definition & Math→
Category 5 of 19

Attribution

22 Terms

Attribution is the practice of assigning credit to the marketing touchpoints that contributed to a conversion. It answers the most contested question in performance marketing: which channel, campaign, or ad actually caused this sale? Get attribution wrong and you will systematically over-invest in channels that look good on dashboards while under-investing in channels doing the real work.

πŸ”₯ Tier 1 - Must KnowAttribution Problem

The Attribution Problem

Why every platform overstates conversions (Attribution Overlap)

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowLast-Click

Last-Click Attribution

All credit to the final touchpoint before conversion

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowFirst-Click

First-Click Attribution

All credit to the first touchpoint in the journey

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowLinear Attribution

Linear Attribution

Equal credit split across all touchpoints

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowTime-Decay

Time-Decay Attribution

More credit to touchpoints closer in time to conversion

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowDDA Attribution

Data-Driven Attribution (DDA)

ML model distributing fractional credit based on actual statistical lift

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowAttribution Window

Attribution Window

The time window in which touchpoints receive credit (7d click / 1d view)

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowCross-Channel

Cross-Channel Attribution

Assigning unified credit across multiple independent ad networks

Read Definition & Math→
⚑ Tier 2 - ImportantVTA

View-Through Attribution (VTA)

Credit given for ad views/impressions, not just clicks

Read Definition & Math→
⚑ Tier 2 - ImportantPosition-Based

Position-Based Attribution (U-Shaped)

40% first touch, 40% last touch, 20% split across middle

Read Definition & Math→
⚑ Tier 2 - ImportantMTA

Multi-Touch Attribution (MTA)

Credit distributed across multiple touchpoints via 3rd-party tools

Read Definition & Math→
⚑ Tier 2 - ImportantSANs

Self-Attributing Networks (SANs)

Platforms that measure and report their own conversions independently

Read Definition & Math→
⚑ Tier 2 - ImportantConversion Path

Conversion Path

The full sequence of touchpoints before a completed conversion

Read Definition & Math→
⚑ Tier 2 - ImportantAttribution Overlap

Attribution Overlap / Double Counting

Why platform totals exceed actual conversions by 2x to 4x

Read Definition & Math→
⚑ Tier 2 - ImportantGA4 Attribution

GA4 Attribution Reports

How GA4 models and deduplicates attribution across channels

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowIncrementality Testing

Incrementality Testing

Measuring true causal lift vs what would have happened anyway

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowHoldout Groups

Holdout Groups

Control groups deliberately not shown ads in lift experiments

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowWalled Gardens

Walled Gardens

Closed ecosystems (Meta, Google, Apple) that control their own data

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheMMM

Marketing Mix Modelling (MMM)

Statistical regression model attributing revenue across all spend without cookies

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheShapley Value

Shapley Value Attribution

Game-theory-based fair marginal credit distribution model

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheProbabilistic Attribution

Probabilistic Attribution

Attribution using statistical inference without deterministic cookies

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheUnified Measurement

Unified Measurement (MMM + MTA + Lift)

Combining MMM, MTA, and incrementality testing into one holistic view

Read Definition & Math→
Category 6 of 19

Media Planning

24 Terms

Media Planning is the strategic process of deciding where, when, how much, and to whom you will advertise - before a single rupee is spent. It sits one level above campaign execution: while execution is about optimising within a channel, media planning is about deciding which channels to use, how to allocate budget across them, and how to sequence messages across the customer journey.

πŸ”₯ Tier 1 - Must KnowMedia Plan

Media Plan

The master blueprint that explains exactly which ad channels you will use, how much money you will spend on each, when the ads will run, and what business results you expect.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowTarget Audience

Target Audience Definition

The exact group of people most likely to buy your product, defined by who they are, what they care about, and how they behave.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowBudget Allocation

Budget Allocation Frameworks

Deciding what percentage of your total advertising money goes to getting new people interested vs closing sales with people who already know you.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowReach & Frequency

Reach & Frequency Planning

The trade-off between showing your ad to a huge number of unique people once or twice, versus showing it to a smaller group 4-6 times so they remember it.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowChannel Mix

Channel Mix Strategy

Choosing the right mix of platforms (like Meta for creating desire, Google for capturing searches, and WhatsApp/Email for repeat sales).

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowFlighting

Flighting & Campaign Scheduling

Timing your ad spend strategically throughout the year (e.g. saving budget for festival sales like Diwali instead of spending the exact same amount every day).

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowGRP

GRP - Gross Rating Points

A universal score for ad exposure calculated by multiplying what percent of the audience you reached by how many times they saw the ad.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowShare of Voice

SOV - Share of Voice

How much of the total ad noise in your industry belongs to your brand compared to all your competitors.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowMedia Brief

Media Brief

The instruction sheet given to the media team stating the business goal, target audience, budget, and deadlines so they can build the media plan.

Read Definition & Math→
⚑ Tier 2 - ImportantCPM Planning

CPM Planning & Reach Estimation

A quick math check to calculate how many total views and unique people your budget will buy before launching campaigns.

Read Definition & Math→
⚑ Tier 2 - ImportantReach Curve

Reach Curve & Diminishing Reach

A graph showing that the first $1,000 reaches lots of new people, but spending $10,000 mostly just shows ads to the same people again.

Read Definition & Math→
⚑ Tier 2 - ImportantEffective Frequency

Effective Frequency

The sweet spot of ad views (usually 3-5 times) where a person remembers and trusts your brand without getting annoyed.

Read Definition & Math→
⚑ Tier 2 - ImportantATL / BTL / TTL

ATL, BTL & TTL Media

The 3 types of advertising: Mass media for huge awareness (ATL), direct targeted ads for conversions (BTL), and combining both into a single seamless funnel (TTL).

Read Definition & Math→
⚑ Tier 2 - ImportantProgrammatic

Programmatic Media Buying

Using automated software to buy banner, video, and audio ad slots across thousands of websites in milliseconds.

Read Definition & Math→
⚑ Tier 2 - ImportantShare of Search

Share of Search

The percentage of Google searches in your industry that are specifically looking for your brand name.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowDayparting

Dayparting & Ad Scheduling

Turning ads on or increasing bids during the specific hours when customers are most likely to buy (e.g. food delivery ads during lunchtime).

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowGeo-Targeting

Geo-Targeting & City Tiering

Showing ads only in specific cities or pin codes where your customers live and where delivery is profitable.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowContextual Targeting

Contextual Targeting

Placing ads on pages with matching content (like showing a running shoe ad on a fitness blog) without needing to track user cookies.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowSOV to SOM

SOV to SOM Relationship

The rule that if your share of advertising is bigger than your current market share, your business will grow over time.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowReach vs Efficiency

Reach vs. Efficiency Trade-off

The balance between targeting a tight niche for cheap instant sales versus reaching the wider market to grow your brand.

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheZero-Based Budgeting

Zero-Based Budgeting (ZBB)

Starting your budget from zero every quarter and forcing every channel to justify why it deserves money, instead of copying last year’s spend.

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheDiminishing Returns

Diminishing Returns Modelling

Finding the exact maximum dollar amount you can spend on a channel before extra ad money stops bringing in profitable customers.

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheCross-Media Reach

Cross-Media Reach & Deduplication

Calculating the total number of real, unique humans who saw your ad across TV, YouTube, Facebook, and billboards without counting the same person twice.

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheAttention Metrics

Attention Metrics

Measuring if a real person actually looked at and paid attention to your ad, rather than just scrolling past it in half a second.

Read Definition & Math→
Category 7 of 19

LinkedIn Ads

22 Terms

LinkedIn Ads is the only major advertising platform built specifically around professional identity. While Meta and Google reach users based on interests or search intent, LinkedIn reaches them based on verified job title, seniority, company, industry, and skills - making it uniquely powerful for B2B marketing, high-ticket B2C, recruitment, and any campaign where professional context determines whether a person is a qualified prospect.

πŸ”₯ Tier 1 - Must KnowCampaign Manager

LinkedIn Campaign Manager

The official control dashboard where you set up, budget, target, and run ads on LinkedIn across 3 levels: Campaign Group (folder), Campaign (targeting & budget), and Ad (the creative).

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowB2B Targeting

Professional Targeting

Reaching verified business decision-makers based on their real job title (e.g. CFO, VP of Engineering), company size, or industry instead of broad hobby interests.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowObjectives

Campaign Objectives

Telling LinkedIn what you want the ad to achieve: getting views (Brand Awareness), website clicks (Traffic), or instant lead form submissions (Lead Generation).

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowSponsored Content

Sponsored Content

Promoted posts that blend seamlessly into the LinkedIn user feed (single images, videos, carousel decks, document previews, or thought leader posts).

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowLead Gen Forms

Lead Gen Forms (LGF)

Forms that pop up inside LinkedIn when someone clicks your ad, automatically filled with their real name, work email, job title, and company so they can submit with one tap.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowAudience Network

LinkedIn Audience Network

Showing your ads on external websites and apps outside of LinkedIn to get cheaper views.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowCost Reality

CPM & CPC on LinkedIn (The Cost Reality)

Why LinkedIn ads cost β‚Ή400-β‚Ή1,200 CPM (much higher than Meta) and why that expensive price is only worth it if you sell high-ticket products with big deal sizes.

Read Definition & Math→
⚑ Tier 2 - ImportantMatched Audiences

Matched Audiences

Uploading your own customer email list or target company list so LinkedIn shows ads specifically to those exact people or accounts.

Read Definition & Math→
⚑ Tier 2 - ImportantABM on LinkedIn

Account-Based Marketing (ABM)

Serving ads only to employees and decision-makers at a hand-picked list of 50-200 target companies chosen by your sales team.

Read Definition & Math→
⚑ Tier 2 - ImportantMessage Ads

Message Ads (Sponsored InMail)

Sending a direct private message to a prospect’s LinkedIn inbox from an executive or sales leader with a personalized invitation or offer.

Read Definition & Math→
⚑ Tier 2 - ImportantConversation Ads

Conversation Ads

An interactive inbox message with clickable buttons (e.g. "Watch 2-min Demo", "Get ROI Calculator", "Book Call") allowing prospects to choose what they want to see next.

Read Definition & Math→
⚑ Tier 2 - ImportantText Ads

Text Ads

Simple, low-cost banner ads that appear on the right side of the LinkedIn desktop website.

Read Definition & Math→
⚑ Tier 2 - ImportantDynamic Ads

Dynamic Ads (Personalised Spotlight/Follower)

Ads that automatically show the viewer’s own profile picture and name (e.g. "Rahul, explore VP roles at Acme Corp") to immediately grab attention.

Read Definition & Math→
⚑ Tier 2 - ImportantInsight Tag

LinkedIn Insight Tag

A piece of code placed on your website that shows you the job titles and company names of people visiting your site, and lets you retarget them on LinkedIn.

Read Definition & Math→
⚑ Tier 2 - ImportantBid Strategy

Bid Strategy on LinkedIn

Choosing how LinkedIn spends your money: letting the algorithm bid automatically to spend budget, setting a target cost per lead, or setting a strict manual cap per click.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowAudience Expansion

Audience Expansion

A checkbox that lets LinkedIn show your ads to people similar to your targeting filters when your audience is too small.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowThought Leader Ads

Thought Leader Ads

Promoting an insightful organic post written by your CEO or employee so it reaches a targeted B2B audience from a real human profile rather than a company logo.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowDocument Ads

Document Ads (PDF Previews)

Letting users flip through pages of your PDF report or slide deck right inside the LinkedIn feed before downloading it.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowDemographics Report

LinkedIn Campaign Demographics Reporting

A report that reveals the exact job titles, company names, and seniority levels of the people who saw and clicked your ads.

Read Definition & Math→
🧠 Tier 4 - Advanced / NichePredictive Audiences

Predictive Audiences

LinkedIn’s AI finding new professionals most likely to buy based on the profile patterns of people who previously converted in your account.

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheRevenue Attribution

Revenue Attribution Report

Linking LinkedIn ad clicks directly to closed enterprise sales in your CRM months later to prove real dollar ROI.

Read Definition & Math→
🧠 Tier 4 - Advanced / Niche95:5 Rule & Research

LinkedIn B2B Institute Research (95:5 Rule)

The proven fact that at any given moment, 95% of businesses are not ready to buy today, so ads must build long-term memory so they choose you when they are ready.

Read Definition & Math→
Category 8 of 19

TikTok Ads

25 Terms

TikTok Ads is the fastest-growing major digital advertising platform of the last five years. Unlike every other platform covered in this handbook, TikTok is built entirely around short-form vertical video - and its algorithm distributes content based on engagement signals rather than social graphs or search intent. This creates a unique advertising environment where creative quality and entertainment value are the only targeting that ultimately matters.

πŸ”₯ Tier 1 - Must KnowTikTok Ads Manager

TikTok Ads Manager

The official dashboard where you set up, budget, and run video ads on TikTok across 3 levels: Campaign (objective), Ad Group (audience & bidding), and Ad (the 9:16 vertical video).

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowFYP Algorithm

For You Page (FYP) Algorithm

The AI system that tests your video on a small group of people; if they watch it and like it, the algorithm shows it to millions of people for free.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowIn-Feed Ads

In-Feed Ads

Standard TikTok video ads that appear naturally in the feed as users swipe, playing with full sound and a clickable button at the bottom.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowCreative Strategy

Creative Strategy: 'Don't Make Ads, Make TikToks'

Creating video ads that look and feel like fun, authentic creator videos rather than polished corporate TV commercials.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowTikTok Pixel

TikTok Pixel & Events API

Tracking code on your website that tells TikTok when people view products, add to cart, and buy, feeding data back to the ad algorithm.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowObjectives

Campaign Objectives

Selecting your main campaign goal: getting cheap video views (Consideration) or driving direct sales (Web Conversions).

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowAudience Targeting

Audience Targeting on TikTok

Setting broad age and location filters and letting the video content itself attract the right buyers through algorithm learning.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowVCR

Video Completion Rate (VCR)

The percentage of viewers who watched your video all the way to the final second without swiping away.

Read Definition & Math→
⚑ Tier 2 - ImportantTopView

TopView Ads

A guaranteed takeover video that plays the moment anyone opens the TikTok app before seeing any other post.

Read Definition & Math→
⚑ Tier 2 - ImportantHashtag Challenge

Branded Hashtag Challenge

A sponsored dance, filter, or challenge that encourages everyday TikTok users to film their own videos using your brand hashtag.

Read Definition & Math→
⚑ Tier 2 - ImportantBranded Effects

Branded Effects

Interactive face filters and 3D AR lenses that users can add to their own TikTok videos (e.g. trying on virtual lipstick or sunglasses).

Read Definition & Math→
⚑ Tier 2 - ImportantTikTok Shop

TikTok Shopping Ads & TikTok Shop

Video ads with clickable product tags where viewers can buy the product directly inside TikTok without going to an external website.

Read Definition & Math→
⚑ Tier 2 - ImportantSpark Ads

Spark Ads

Promoting an existing viral TikTok video made by a creator so it carries all its existing likes and comments into the paid ad.

Read Definition & Math→
⚑ Tier 2 - ImportantCreator Marketplace

TikTok Creator Marketplace (TCM)

A searchable database inside TikTok where brands find creators by niche, engagement rate, and audience demographics to hire them for ad campaigns.

Read Definition & Math→
⚑ Tier 2 - ImportantSmart Performance (SPC)

Smart Performance Campaign (SPC)

An automated campaign where you provide video creatives, budget, and a conversion goal, and TikTok’s AI handles audience targeting and bidding automatically.

Read Definition & Math→
⚑ Tier 2 - ImportantValue-Based (VBO)

Value-Based Optimisation (VBO)

Telling TikTok to find shoppers who spend $100+ per order instead of people who only buy $10 items.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowAttribution Analytics

TikTok Attribution Analytics

Reporting that shows how many sales happened within 1 day or 7 days of clicking or viewing your TikTok ads.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowPangle Network

Pangle Network

Displaying your ads inside mobile games and third-party apps outside of TikTok to get cheap views.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowSound & Music

Sound and Music Strategy

Designing ads specifically to be heard, because 93% of TikTok users watch with sound turned on.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowCreative Center

TikTok Creative Center & Top Ads Dashboard

A free research website from TikTok where you can spy on the highest-converting competitor ads, trending songs, and viral hashtags.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowLIVE Shopping

LIVE Shopping Ads

Promoted ads that send viewers straight into a live video broadcast where a host is showcasing and selling products in real time.

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheSearch Ads

TikTok Search Ads

Showing your video ad when Gen Z users search for product recommendations, reviews, or tutorials on TikTok.

Read Definition & Math→
🧠 Tier 4 - Advanced / NichePulse Ads

Pulse Ads

Placing your ad directly next to the most viral, top 4% trending videos on the platform for elite brand positioning.

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheSymphony AI

Symphony AI Creative Suite

TikTok’s AI tools that write video scripts, generate virtual AI spokespeople, and translate video ads into different languages automatically.

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheShort-Form Strategy

Cross-Platform Short-Form Video (TikTok / Reels / Shorts)

Using the exact same short-form video principles (fast 2s hook, vertical 9:16, sound-on, authentic UGC) to win on Instagram Reels and YouTube Shorts in India.

Read Definition & Math→
Category 9 of 19

Pinterest Ads

22 Terms

Pinterest is a visual discovery platform - a place where people go to plan, aspire, and find ideas for things they want to do, buy, or create. Unlike social media platforms where users consume content passively, Pinterest users are actively in a planning mindset: planning a wedding, designing a home, preparing a wardrobe, or researching a recipe. This active aspiration state makes Pinterest uniquely valuable for categories where inspiration drives purchase decisions.

πŸ”₯ Tier 1 - Must KnowPlanning Platform

Pinterest's Unique Positioning (The Planning Platform)

People use Pinterest to plan future life moments (weddings, home renovations, new outfits) weeks before buying, meaning users are actively searching for ideas with their wallets open.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowPromoted Pins

Promoted Pins

Standard image or video pins that you pay to show to targeted shoppers; when users save your pin to their board, it spreads organically for free forever.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowAds Manager

Pinterest Ads Manager

The official dashboard where you set up budgets, select keyword/interest targeting, upload product catalogs, and launch Promoted Pins.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowAudience Targeting

Audience Targeting on Pinterest

Targeting shoppers based on what ideas they search for (keywords), boards they follow (interests), or your uploaded customer email lists.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowPinterest Tag

Pinterest Tag & Conversions API

The tracking script placed on your e-commerce store that tells Pinterest when users view products, add to cart, and complete checkout.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowObjectives

Campaign Objectives

Selecting whether you want Pinterest to get mass views (Awareness), blog/page clicks (Consideration), or direct e-commerce sales (Conversions & Catalog Sales).

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowCreative Standards

Visual Creative Standards for Pinterest

Designing gorgeous, high-quality vertical pictures showing products in real dream rooms or styled outfits rather than plain product cutouts on white backgrounds.

Read Definition & Math→
⚑ Tier 2 - ImportantShopping Ads

Shopping Ads & Product Pins

Automated product ads that display your item picture, real-time price, and in-stock availability directly in the feed, linking straight to checkout.

Read Definition & Math→
⚑ Tier 2 - ImportantCollections Ads

Collections Ads

An ad with a big styled room or outfit photo on top and 3 individual product thumbnails below it that users can tap to buy.

Read Definition & Math→
⚑ Tier 2 - ImportantVideo Pins

Video Pins & Video Ads

Video ads that autoplay silently in the feed, showing quick recipe steps, makeup before-and-afters, or home DIY projects with on-screen text.

Read Definition & Math→
⚑ Tier 2 - ImportantIdea Ads

Idea Ads

A multi-page swipeable guide (like a mini-magazine or story) that walks shoppers through a step-by-step styling guide or recipe with a link to your site.

Read Definition & Math→
⚑ Tier 2 - ImportantKeyword Targeting

Keyword Targeting on Pinterest

Showing your ads when users type specific search words into Pinterest (e.g. "modern farmhouse kitchen ideas" or "summer dresses").

Read Definition & Math→
⚑ Tier 2 - ImportantActalike Audiences

Actalike Audiences

Pinterest’s AI finding new shoppers who browse and save similar ideas to your best existing buyers (available from 1% to 10% similarity).

Read Definition & Math→
⚑ Tier 2 - ImportantPinterest Analytics

Pinterest Analytics

The reporting dashboard that tracks how many people zoomed in on your pins, saved them to their boards, and clicked through to your store.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowCloseup Rate

Closeup Rate

The percentage of shoppers who tapped your pin to see a close-up, showing strong visual interest in the photo.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowSave Rate

Save Rate (The Pinterest Intent Signal)

The percentage of people who bookmarked your pin to their board to buy or use later, creating free viral reach.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowSeasonal Planning

Seasonal Planning (2-3 Months Ahead)

Launching festival and seasonal ad campaigns 2 months early (e.g. Diwali ideas in August) because Pinterest users plan long before they buy.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowCarousel Ads

Carousel Ads

Swipeable cards that let shoppers explore multiple products or room angles in a single ad, with each card linking to a different product page.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowTrends Tool

Pinterest Trends Tool

A free research tool from Pinterest showing historical search curves so you know the exact month consumer demand spikes for any product.

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheConversion Insights

Conversion Insights

A reporting view that shows the total sales Pinterest influenced over time, including organic repins and assisted touchpoints that last-click models ignore.

Read Definition & Math→
🧠 Tier 4 - Advanced / NichePinterest Predicts

Pinterest Predicts (Annual Trend Forecasting)

An annual trend forecast published by Pinterest that accurately predicts what fashion, decor, and beauty trends will blow up in the coming year.

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheAPI for Shopping

API for Shopping

Direct developer integration that automatically keeps product prices, stock levels, and personalized recommendations updated in real time.

Read Definition & Math→
Category 10 of 19

Amazon Ads

24 Terms

Amazon Ads is the most powerful purchase-intent advertising platform in e-commerce. While Google Search captures people actively looking for products and Meta creates demand for products people had not considered, Amazon captures buyers who have already decided to purchase a category of product and are actively comparing options - with their payment details saved and one tap from checkout.

πŸ”₯ Tier 1 - Must KnowAmazon Ecosystem

Amazon Advertising Ecosystem

Advertising inside the world’s biggest online store where shoppers already have their credit cards saved and are ready to buy in 1 tap, producing 5%-15% conversion rates.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowSponsored Products

Sponsored Products

Ads that look almost identical to regular Amazon search results with a small "Sponsored" tag, appearing at the top of search results and on competitor product pages.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowSponsored Brands

Sponsored Brands & Video

Big headline banner ads at the top of Amazon search displaying your brand logo and 3 products, or an autoplaying video demonstrating your product in action.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowACoS

ACoS - Advertising Cost of Sales

What percentage of your ad sales was spent on advertising (e.g. if you spent β‚Ή25 to make β‚Ή100 in sales, your ACoS is 25%). Lower is better.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowTACoS

TACoS - Total Advertising Cost of Sales

How much of your total overall sales revenue went to advertising, showing if ads are boosting your free organic search rankings.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowKeyword Strategy

Keyword Strategy on Amazon (A9/A10 Algorithm)

On Amazon, when you buy ads on a keyword and get sales, Amazon’s algorithm automatically boosts your product higher in free organic search results for that keyword.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowAmazon Match Types

Match Types on Amazon

How strictly Amazon matches shopper search words to your keywords: Broad (widest discovery), Phrase (in order), or Exact (precise match).

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowListing Optimisation

Product Listing Optimisation (Retail Readiness)

Fixing your product title, 6+ high-res pictures, 5 bullet points, and getting at least 15 reviews before spending money on ads so visitors actually buy.

Read Definition & Math→
⚑ Tier 2 - ImportantSponsored Display

Sponsored Display

Banner ads placed right underneath the "Add to Cart" button on competitor product pages or retargeting shoppers who viewed your item across the web.

Read Definition & Math→
⚑ Tier 2 - ImportantAmazon DSP

Amazon DSP (Programmatic Demand-Side Platform)

Using Amazon’s massive database of real customer buying history to show display and video ads on Twitch, Prime Video, IMDb, and websites across the internet.

Read Definition & Math→
⚑ Tier 2 - ImportantCampaign Structure

Campaign Structure Best Practices

Organizing your ad campaigns cleanly so each product has separate campaigns for discovery, proven exact keywords, brand defense, and competitor targeting.

Read Definition & Math→
⚑ Tier 2 - ImportantBid Strategy

Bid Strategy & Placement Multipliers

Choosing how Amazon adjusts your bids automatically, and setting bid boosts (up to 900%) to win the very top spot on page 1.

Read Definition & Math→
⚑ Tier 2 - ImportantSearch Term Report

Search Term Report & Harvesting Workflow

A weekly report showing the exact words shoppers typed before buying your product, allowing you to double down on winning keywords and block wasteful terms.

Read Definition & Math→
⚑ Tier 2 - ImportantProduct Targeting

Product Targeting (ASIN & Category Conquesting)

Placing your ad directly on a competitor’s product page right below their price, offering shoppers a better deal or superior features.

Read Definition & Math→
⚑ Tier 2 - ImportantAmazon Attribution

Amazon Attribution

Free tracking links that measure how many Amazon purchases and revenue were generated by your Facebook ads, Google ads, or influencer links.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowA+ Content

A+ Content (Enhanced Brand Content)

Replacing plain text descriptions with rich visual banners, feature graphics, and product comparison charts, lifting conversion rates by 3%-10%.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowBrand Store

Amazon Brand Store

A free, custom-designed online store inside Amazon where shoppers can browse your entire product collection without competitor ads.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowAmazon Flywheel

The Amazon Flywheel Effect

The compounding cycle where paid ads drive sales, more sales boost your free organic rank on Amazon, which generates free organic sales and reviews.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowAmazon SOV

Share of Voice on Amazon

The percentage of top ad spots your brand owns when shoppers search for the biggest keywords in your category.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowAmazon Vine

Amazon Vine

Giving free product samples to trusted top Amazon reviewers to get your first 15-30 verified customer reviews quickly.

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheAMC Clean Room

Amazon Marketing Cloud (AMC)

An advanced analytics clean room where data analysts write SQL queries to see how combinations of Sponsored Ads, DSP, and Prime Video ads work together.

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheStreaming TV (STV)

Streaming TV Ads (STV & Prime Video)

TV commercials shown during movies and shows on Prime Video and Fire TV, targeted to people who buy specific products on Amazon.

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheAuto $\to$ Manual Harvesting

Auto vs. Manual Harvesting Strategy

Running low-bid Auto campaigns as a 24/7 discovery net, finding what sells, and moving winning keywords to high-bid Exact campaigns with negative keyword exclusions.

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheRetail Readiness

Retail Readiness Pre-Flight Checklist

The mandatory 8-step pre-launch checklist (Buy Box, stock, 15+ reviews, 3.5+ stars, 6 images, A+ content) before spending a single dollar on ads.

Read Definition & Math→
Category 11 of 19

D2C / E-Commerce

27 Terms

D2C (Direct-to-Consumer) marketing is performance marketing applied to a brand that owns its own website, checkout, customer data, and margin structure - instead of relying entirely on a marketplace like Amazon or Flipkart. This category covers the metrics and behaviours unique to that world: how Indian consumers actually pay (COD vs prepaid), how quick commerce is reshaping distribution, why repeat customers matter more than first-time ones, and how logistics costs quietly decide whether a "profitable" campaign is actually profitable.

πŸ”₯ Tier 1 - Must KnowAOV

AOV - Average Order Value

The average amount of money a customer spends each time they place an order on your website.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowRepeat Rate

Repeat Purchase Rate

The percentage of buyers who liked your product enough to come back and buy a second or third time.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowRetention Rate

Customer Retention Rate

How well your brand keeps an existing group of customers active and buying over long periods without them churning.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowRTO Rate

RTO - Return to Origin / Return Rate

The percentage of packages that get shipped out but customer refuses to accept or pay at the doorstep, forcing you to pay shipping both ways with zero revenue.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowCOD Dynamics

COD Behaviour - Cash on Delivery

Why 60%+ of first-time Indian shoppers choose Cash on Delivery due to lack of brand trust, and how offering small prepaid discounts converts them to UPI upfront.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowCart Abandonment

Cart Abandonment Rate

The percentage of shoppers who put an item in their cart but leave without paying (averaging 75%-85% in India).

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowCheckout CVR

Checkout Conversion Rate

Out of everyone who actually started filling out their shipping address and payment details, what percent finished the order.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowQ-Commerce (Blinkit/Zepto)

Quick Commerce (Q-Commerce)

Selling your products on 10-minute grocery apps (Blinkit, Zepto) which is rapidly becoming the #1 way urban Indian consumers buy snacks, beauty, and essentials.

Read Definition & Math→
⚑ Tier 2 - ImportantSubscriptions

Subscription & Recurring Revenue Model

Letting customers subscribe for automatic monthly deliveries of coffee, supplements, or pet food at a 10% discount, multiplying customer lifetime value.

Read Definition & Math→
⚑ Tier 2 - ImportantWhatsApp Commerce

WhatsApp Commerce & Recovery Flows

Using automated WhatsApp messages (which have 80%+ open rates in India) to recover abandoned carts, confirm COD orders, and send repeat purchase re-order links.

Read Definition & Math→
⚑ Tier 2 - ImportantInventory Turnover

Inventory Turnover

How fast your stock sells out and gets replenished; selling fast frees up cash, while slow stock traps capital and forces painful clearance discounts.

Read Definition & Math→
⚑ Tier 2 - ImportantLogistics Cost

Fulfilment & Logistics Cost Per Order

The real cash cost (β‚Ή80-β‚Ή180 per box) to pack, warehouse, and ship an order to the customer’s door.

Read Definition & Math→
⚑ Tier 2 - ImportantDiscount Strategy

Discount Depth & Promotional Cadence

How big your discounts are and how often you run sales, making sure you don’t train buyers to only shop when there is a 40% coupon.

Read Definition & Math→
⚑ Tier 2 - ImportantNew vs Returning Split

New vs. Returning Customer Revenue Split

The split between first-time buyers and repeat buyers (a healthy brand aims for 40%-50% repeat revenue so it doesn’t rely 100% on ad spend).

Read Definition & Math→
⚑ Tier 2 - ImportantFestive Planning

Festive Season Planning (Oct-Dec)

Preparing 2 months in advance for the massive October-December Indian holiday shopping rush when 40%+ of annual sales happen.

Read Definition & Math→
⚑ Tier 2 - ImportantLoyalty Program

Loyalty & Rewards Program

Rewarding loyal buyers with points, exclusive perks, and early sale access so they return naturally without needing discounts.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowCity Tiering

Tier 1 / 2 / 3 City Segmentation

Tailoring your ads, delivery promises, and COD policies depending on whether customers live in major metros (Mumbai/Delhi) or smaller towns.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowPayment Gateways

Payment Gateway Optimisation

Making sure UPI and credit card payments work instantly without crashing or timing out on mobile phones.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowUnboxing Experience

Packaging & Unboxing Experience

Designing beautiful package unboxing moments that delight customers and motivate them to post free unboxing videos on Instagram and YouTube.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowPost-Purchase CX

Post-Purchase Experience

Keeping customers updated on their order delivery via WhatsApp so they don’t get anxious and refuse the COD package.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowMarketplace vs D2C

Marketplace vs. D2C Website Strategy

Deciding what to sell on Amazon for fast volume vs what to sell exclusively on your own website to keep 100% customer data and higher profit margins.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowBundles & Upsells

Bundle / Cross-Sell / Upsell Strategy

Suggesting matching products or multi-packs at checkout (e.g. "Add shampoo to your conditioner for β‚Ή199 more") to boost basket size.

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheD2C Unit Economics

Unit Economics Modelling for D2C

The complete financial formula that subtracts product cost, delivery fee, payment fee, return loss, and ad cost from order price to see if you made real profit.

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheOmnichannel Blended CAC

Blended CAC Across Marketplace + D2C

Total ad spend across all platforms divided by total orders everywhere (Shopify + Amazon + Blinkit) to see true brand acquisition cost.

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheDark Store Economics

Dark Store Economics

Understanding the profit cut (20%-35%) quick commerce platforms charge you to store and deliver your items in 10 minutes from local neighborhood hubs.

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheD2C Cohorts

Cohort Analysis in a D2C Context

Tracking groups of customers by the month they first bought (e.g. Diwali buyers vs January buyers) to see who stays loyal and spends more over 12 months.

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheD2C Growth Loop

Full-Funnel D2C Growth Loop

A growth flywheel where happy customers post reviews and refer friends, bringing in free new buyers and lowering your overall advertising costs as you grow.

Read Definition & Math→
Category 12 of 19

Programmatic Advertising

27 Terms

Programmatic advertising is the automated buying and selling of ad inventory through software and real-time auctions, rather than direct human-negotiated deals with a publisher. This category covers the plumbing behind that automation: how DSPs, SSPs, and ad exchanges connect to complete a bid in milliseconds, how brand safety and viewability are policed at scale, and how the industry is adapting as third-party cookies disappear.

πŸ”₯ Tier 1 - Must KnowProgrammatic Mechanics

Programmatic Advertising (Digital Buying Mechanics)

Instead of calling or emailing website owners to buy banner ads, software computers automatically bid against each other in 0.1 seconds to show your ad to the right person loading any website.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowDSP

DSP - Demand-Side Platform

The central dashboard where media buyers upload ad creatives, set target audiences and budgets, and automatically bid across thousands of websites at once (e.g. DV360, The Trade Desk, Amazon DSP).

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowSSP

SSP - Supply-Side Platform

The software used by website owners (publishers like Times of India, ESPN, Forbes) to automatically sell their empty ad slots to the highest paying advertiser in real time.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowAd Exchange

Ad Exchange

The virtual stock exchange where buyers (DSPs) and sellers (SSPs) meet to auction off millions of ad impressions every single second (e.g. Google Ad Manager, OpenX, PubMatic).

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowRTB

RTB - Real-Time Bidding

The automated lightning-fast auction that calculates who wins each individual ad spot and how much they pay based on real-time competitor bids.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowHeader Bidding

Header Bidding

Code on a webpage that lets all ad networks bid at the exact same time, creating fair competition instead of giving Google or one network first dibs.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowAd Inventory

Ad Inventory (Premium vs. Remnant)

The actual ad spaces available across the internet, ranging from high-visibility homepage banners (Premium) to cheap bottom-of-page slots on random blogs (Remnant).

Read Definition & Math→
⚑ Tier 2 - ImportantPMP Deals

Programmatic Direct & Private Marketplace (PMP)

A VIP invite-only auction where premium websites (like NDTV or Forbes) reserve their best ad slots for select advertisers at agreed minimum prices.

Read Definition & Math→
⚑ Tier 2 - ImportantDMP

DMP - Data Management Platform

A data software warehouse that gathers anonymous web browsing habits to build audience segments (e.g. "frequent business travelers") for ad targeting.

Read Definition & Math→
⚑ Tier 2 - ImportantViewability Rate

Viewability Rate (MRC Standard)

The percentage of your ads that were actually seen by real people on screen (at least 50% of the ad visible for 1+ second) rather than loaded below the fold where nobody scrolled.

Read Definition & Math→
⚑ Tier 2 - ImportantBrand Safety

Brand Safety & Verification (IAS / DoubleVerify)

Verification tools that block your ads from appearing next to offensive news, adult content, or dangerous articles that could ruin your brand reputation.

Read Definition & Math→
⚑ Tier 2 - ImportantDCO

Dynamic Creative Optimisation (DCO)

Software that automatically mixes and matches photos, headlines, and prices on the fly to show each individual shopper the exact product they were browsing.

Read Definition & Math→
⚑ Tier 2 - ImportantAd Fraud / IVT

Ad Fraud & Invalid Traffic (IVT)

Fake bot traffic, click farms, and hidden pixel tricks that steal your ad budget without a single human ever seeing the ad.

Read Definition & Math→
⚑ Tier 2 - ImportantProgrammatic Lookalikes

Lookalike Modelling in Programmatic

Using machine learning across the open web to find new people who browse similar websites and read similar content to your best paying customers.

Read Definition & Math→
⚑ Tier 2 - ImportantDeal ID

Deal ID

A special contract code provided by a publisher that you plug into your DSP to automatically unlock discounted pricing or exclusive ad spots.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowContextual Targeting

Contextual Targeting in Programmatic

Placing running shoe ads on sports news articles and car insurance ads on auto review blogs based on page topics rather than tracking user cookies.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowCookieless Targeting

Cookieless Targeting

New privacy-safe targeting techniques that work seamlessly without tracking cookies, using first-party emails and page context instead.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowWaterfall vs Header

Waterfall vs. Header Bidding

The evolution from old daisy-chain waterfalls (offering ad space to one network at a time) to modern header bidding (all networks bid simultaneously for maximum competition).

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowConnected TV (CTV)

CTV - Connected TV Programmatic

Showing full-screen unskippable TV commercials on smart TVs during streaming movies and cricket matches on JioCinema and Hotstar, with precise digital targeting.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowNative Ads

Native Advertising via Programmatic

Ads that blend smoothly into news feeds and blog article grids (like Taboola or Outbrain "Recommended Reading" tiles), beating banner blindness.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowOpen-Web Retargeting

Retargeting via Programmatic

Showing reminder ads across the entire internet to people who visited your store, reaching them far beyond social media feeds.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowCDP vs DMP

CDP vs. DMP

A CDP stores known customer data (emails, purchase history) for CRM marketing, while a DMP groups anonymous cookies for ad targeting.

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheWalled vs Open Web

Walled Gardens vs. Open Web

Closed giant platforms (Google, Meta) keep their user data inside their own walls; programmatic open-web lets you advertise across millions of independent websites.

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheSPO

Supply Path Optimisation (SPO)

Eliminating middlemen and hidden broker fees in the ad supply chain so more of your ad spend actually goes toward buying ad space.

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheIdentity Solutions

Post-Cookie Identity Solutions (UID2.0 / Shared ID)

Using encrypted user login emails to track and target shoppers across websites without relying on third-party browser cookies.

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheProgrammatic Guaranteed

Programmatic Guaranteed

Booking a guaranteed high-profile ad spot (like the homepage of a major newspaper on election day) at a locked-in price, but using software to traffic and track it.

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheStack Consolidation

Ad Tech Stack Consolidation

Simplifying your marketing software tools from 10 different vendors down to 2 or 3 trusted partners to save software fees and avoid data privacy leaks.

Read Definition & Math→
Category 13 of 19

B2B Lead Generation

27 Terms

B2B lead generation is performance marketing built around a fundamentally different buying pattern than D2C: longer sales cycles, multiple decision-makers, and a handoff from marketing to sales rather than a single checkout. This category covers how leads are qualified, scored, and nurtured across weeks or months before they ever become revenue - and why a 'lead' in B2B is the start of a process, not the end of one.

πŸ”₯ Tier 1 - Must KnowMQL-to-Revenue Funnel

B2B Lead Gen Funnel (MQL to Revenue)

The multi-step process where marketing captures contact info, verifies the company is a good fit, hands it to sales reps for a demo, and negotiates a contract before making money.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowMQL

MQL - Marketing Qualified Lead

A contact who works at a company that can actually afford your product and has shown real interest (e.g. attended a webinar or downloaded pricing).

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowSQL

SQL - Sales Qualified Lead

A lead that your sales rep called, verified they have a real problem and budget, and officially accepted into their sales pipeline.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowLead Scoring

Lead Scoring (Fit vs. Behaviour)

Giving points to leads (e.g. +30 points for being a VP at a 500-person firm, +20 points for visiting the pricing page); when they hit 100 points, they are sent to sales.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowCost Per SQL

CPL in B2B (Cost Per Lead vs. Cost Per SQL)

Why paying β‚Ή500 for cheap irrelevant leads is a waste of money compared to paying β‚Ή3,000 for verified decision-makers who actually buy.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowLead Nurturing

Lead Nurturing Sequences

Sending helpful case studies, comparison guides, and product videos over a 2-3 month period to warm up leads who aren’t ready to buy today.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowTOFU / MOFU / BOFU

B2B Funnel Stages (TOFU / MOFU / BOFU)

Showing educational guides to people just learning about a problem (Top), comparison sheets to people evaluating solutions (Middle), and demo offers to people ready to buy (Bottom).

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowDemo / Trial Conversion

Demo Request & Free Trial Conversion

When a prospect explicitly asks to see a live software demo or signs up for a free trial - the #1 most valuable conversion in B2B.

Read Definition & Math→
⚑ Tier 2 - ImportantABM Strategy

ABM - Account-Based Marketing Strategy

Flipping the funnel: instead of running broad ads and hoping the right companies click, picking your dream 100 enterprise accounts and surrounding their executives with coordinated ads and sales outreach.

Read Definition & Math→
⚑ Tier 2 - ImportantLead Gen Forms

Lead Gen Forms & Landing Page Trade-offs

Using in-app forms that auto-fill the user’s name and job title from their profile, giving 3x higher completion rates but slightly lower purchase intent.

Read Definition & Math→
⚑ Tier 2 - ImportantGated Content

Gated Content & Lead Magnets

Offering a free downloadable salary guide or technical architecture template in exchange for the prospect’s work email and company name.

Read Definition & Math→
⚑ Tier 2 - ImportantSales Cycle Length

Sales Cycle Length

The number of weeks or months it takes for a company to go from first seeing your ad to finally signing the contract and paying.

Read Definition & Math→
⚑ Tier 2 - ImportantLead-to-Opp Rate

Lead-to-Opportunity Conversion Rate

Out of 100 leads marketing brought in, how many turned into serious sales opportunities where a formal proposal was sent.

Read Definition & Math→
⚑ Tier 2 - ImportantCRM Closed-Loop

CRM Integration & Closed-Loop Reporting

Connecting your ads directly to your sales software so when a salesperson closes a β‚Ή10,00,000 deal, marketing knows the exact ad that brought that lead 4 months ago.

Read Definition & Math→
⚑ Tier 2 - ImportantWebinars

Webinars as Lead Gen & Nurturing

Hosting live online masterclasses or product demonstrations that attract senior executives and nurture existing leads.

Read Definition & Math→
⚑ Tier 2 - ImportantIntent Data

Intent Data (Bombora / G2 / 6sense)

Data from tech review sites (like G2) telling you that an employee at Microsoft is researching your exact category right now, so you can reach out immediately.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowFirmographics

Firmographic Targeting

Setting ad filters for company characteristics (e.g. Healthcare companies with 200-1,000 employees) rather than personal traits.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowLead Routing

Lead Routing & Assignment Rules

Software rules that instantly assign incoming demo requests to the right salesperson based on region, industry, or company size.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowSales-Marketing SLA

Sales & Marketing SLA (Service Level Agreement)

A written agreement between marketing and sales: marketing promises 50 verified MQLs/month, and sales promises to call every lead within 2 hours.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowCase Studies

Case Studies as B2B Social Proof

Detailed real-world stories showing how an existing client solved a problem and saved money using your product.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowCold Email Outbound

Cold Email Outreach (SDR Outbound)

Targeted, personalized emails sent directly to enterprise decision-makers supported by marketing content and case studies.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowB2B Retargeting

Retargeting for Long B2B Sales Cycles

Showing educational and social proof ads to open pipeline accounts for 3-6 months while they are deciding, without annoying them.

Read Definition & Math→
🧠 Tier 4 - Advanced / NichePredictive Scoring

Predictive Lead Scoring

AI software that analyzes 5 years of closed deals to predict which new leads have a 90% probability of buying.

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheDark Funnel

The Dark Funnel (Dark Social & Communities)

Word-of-mouth recommendations happening in private WhatsApp groups, Slack channels, and podcasts that software analytics cannot track.

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheB2B Attribution

Revenue Attribution in B2B

Connecting all marketing touches (ads, webinars, whitepapers) from 5 different executives at one company to a single closed deal.

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheABM Tiering

ABM Tiering (1:1, 1:Few, 1:Many)

Segmenting target accounts into 3 buckets: Tier 1 gets completely custom campaigns, Tier 2 gets industry-specific ads, and Tier 3 gets automated ads.

Read Definition & Math→
🧠 Tier 4 - Advanced / NichePipeline Velocity

Pipeline Velocity

The speed at which your sales pipeline generates real cash every day, factoring in deal count, deal size, win rate, and sales cycle days.

Read Definition & Math→
Category 14 of 19

CRO (Conversion Rate Optimisation)

27 Terms

Conversion Rate Optimisation is the discipline of improving how much of the traffic you already have converts, rather than paying for more of it. This category covers the testing methodology (A/B and multivariate testing, statistical significance), the diagnostic tools (heatmaps, session recordings, funnel analysis), and the design and copy principles that turn a mediocre landing page into one that reliably converts.

⚑ Tier 2 - ImportantHeatmaps & Replays

Heatmaps & Session Recordings (CRO Diagnostic)

Watching video recordings of real anonymous visitors scrolling your website to see where they get confused, rage-click, or leave.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowCRO Hierarchy

CRO & The Scientific Testing Hierarchy

The scientific process of finding why website visitors leave without buying and fixing page layout, text, and buttons to increase sales from traffic you already have.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowA/B Testing

A/B Testing / Split Testing

Showing Version A (original page) to 50% of visitors and Version B (with a new headline or button) to the other 50% to see which makes more sales.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowStatistical Significance

Statistical Significance in Testing (95% Confidence)

A mathematical calculation proving there is a 95%+ guarantee that your new page is actually better, and not just lucky.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowLanding Page CRO

Landing Page Optimisation & Message Match

Making sure the title and promise on your webpage exactly match the text of the ad someone just clicked on, so they feel they are in the right place.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowAbove-the-Fold

Above-the-Fold Optimisation

Making sure visitors instantly understand what you sell, why it’s great, and see a buy button before scrolling down a single inch.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowForm Optimisation

Form Optimisation & Field Reduction

Removing unnecessary questions from your lead form (e.g. cutting 8 fields down to 3: Name, Work Email, Phone) to double form submissions.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowCTA Optimisation

CTA Optimisation (Copy & Contrast)

Changing boring buttons like "Submit" to exciting benefit-driven buttons like "Claim My β‚Ή500 Discount" or "Book Free Audit" with standout button colors.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowCVR Granularity

Conversion Rate / CVR (CRO Context)

Tracking conversion rates separately for mobile vs desktop, and Google Search vs Instagram, to see exactly which page or device is broken.

Read Definition & Math→
⚑ Tier 2 - ImportantMultivariate (MVT)

Multivariate Testing (MVT)

Testing 2 headlines and 2 hero images together at the same time to see which combination works best, requiring high website traffic.

Read Definition & Math→
⚑ Tier 2 - ImportantUsability Testing

User Testing / Usability Testing (5-8 Users)

Giving 5 real people a task (e.g. "find and buy red running shoes") while they speak their thoughts out loud on video.

Read Definition & Math→
⚑ Tier 2 - ImportantFunnel Drop-Off

Funnel Analysis in CRO Context

Tracking where people drop off (e.g. 100 land $\to$ 50 view product $\to$ 10 add to cart $\to$ 2 buy) and fixing the biggest leak first.

Read Definition & Math→
⚑ Tier 2 - ImportantExit-Intent Popups

Exit-Intent Popups

A popup that appears right as a visitor moves their mouse to close the tab, offering an extra 10% coupon or saving their cart.

Read Definition & Math→
⚑ Tier 2 - ImportantSocial Proof

Social Proof Elements on Landing Pages

Placing verified customer star ratings, press logos, and live buyer counters right next to the buy button to remove buying hesitation.

Read Definition & Math→
⚑ Tier 2 - ImportantCore Web Vitals

Page Load Speed & Core Web Vitals

How fast your website loads on mobile phones; every 1-second delay in page speed cuts conversion rate by up to 7%.

Read Definition & Math→
⚑ Tier 2 - ImportantCRO Personalisation

Personalisation in CRO

Automatically showing Mumbai weather and shipping times to Mumbai visitors, or tailoring page text to the exact Google ad keyword they clicked.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowSample Size Planning

Test Duration & Sample Size Planning

Calculating beforehand how many days and visitors you need to run a test so you don’t stop too early or waste months on a low-traffic page.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowConversion Copy

Copywriting for Conversion

Writing simple, crystal-clear website text that explains the customer benefit directly instead of using fancy marketing poetry.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowTrust Badges

Trust Badges & Security Signals

Displaying verified SSL lock icons, 30-day return guarantees, and familiar payment logos right where people enter card details.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowSticky CTA Bars

Sticky Elements (Floating Nav & CTA Bars)

A buy button that stays pinned at the bottom of the phone screen as you scroll, so you can buy instantly without scrolling back up.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowMobile-First CRO

Mobile-First CRO

Building and testing pages on mobile phones first, with large thumb-friendly buttons and fast tap interactions.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowCRO Bounce Rate

Bounce Rate (CRO Context)

The percentage of visitors who leave immediately without tapping anything, signaling that your page loaded too slowly or didn’t match the ad.

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheBayesian vs Frequentist

Bayesian vs. Frequentist Testing

The two mathematical systems used by testing software: Frequentist needs a locked time period, while Bayesian calculates probability of winning in real time.

Read Definition & Math→
🧠 Tier 4 - Advanced / NichePeeking Problem

Sequential Testing & The Peeking Problem

The fatal mistake of checking your A/B test every day and stopping it on Day 3 when one button is ahead, which produces fake winning results.

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheServer vs Client-Side

Server-Side vs. Client-Side Testing

Client-side changes the webpage in the browser (easy to set up but can flicker); server-side renders the test on the web server (faster and zero flicker).

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheCRO Maturity Model

CRO Program Maturity Model

How an organization matures from running random one-off button color tests to running a 50-test-per-year scientific experimentation engine.

Read Definition & Math→
🧠 Tier 4 - Advanced / NichePost-Purchase CRO

Post-Purchase CRO (Thank-You Page Optimisation)

Using the high-trust thank-you page right after checkout to offer 1-click add-on items, WhatsApp order tracking, and referral rewards.

Read Definition & Math→
Category 15 of 19

Marketing Automation

27 Terms

Marketing automation is the infrastructure that lets a marketer communicate with thousands of individual leads and customers as if each conversation were happening one-to-one - through triggered emails, behavioural workflows, and lifecycle-stage messaging that runs without manual effort. This category covers how those systems are built, segmented, and measured, from a simple welcome sequence to a multichannel, AI-assisted orchestration engine.

πŸ”₯ Tier 1 - Must KnowMarketing Automation

Marketing Automation & Workflow Infrastructure

Setting up automated computer rules so your business sends the right email, SMS, or WhatsApp message to each customer automatically based on what they do on your website.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowDrip Sequences

Drip Campaign / Email Sequence

An automated series of emails (e.g. Day 1: Welcome $\to$ Day 3: How it works $\to$ Day 7: Customer reviews $\to$ Day 10: Discount coupon) sent without you lifting a finger.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowTrigger Workflows

Trigger-Based Workflow

Messages sent instantly in response to what someone just did (e.g. they viewed your pricing page $\to$ send a demo invite 1 hour later).

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowSegmentation

Email Segmentation & Dynamic Lists

Grouping your email contacts by their interests and habits so you send relevant emails instead of spamming everyone with the same generic blast.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowLifecycle Stages

Lifecycle Marketing Stages

Treating people differently depending on where they are: new subscribers get helpful guides, first-time buyers get product tips, and VIP customers get loyalty rewards.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowNurture Automation

Lead Nurturing (Automation Context)

Using automation to gradually educate leads over weeks, automatically passing them to sales the second their engagement score crosses the readiness threshold.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowAutomation Platforms

Marketing Automation Platforms (B2B vs. D2C)

Choosing the right software for your business: B2B companies use HubSpot/Marketo for sales reps, while D2C apps use MoEngage/WebEngage for push notifications and WhatsApp.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowDeliverability & DNS

Email Deliverability (SPF, DKIM & DMARC)

The technical domain security settings (SPF, DKIM, DMARC) that prove to Gmail and Yahoo that you are a legitimate company so your emails don’t go straight to spam.

Read Definition & Math→
⚑ Tier 2 - ImportantAutomated Scoring

Lead Scoring & Automatic Score Decay

Adding points when a contact opens emails or visits pricing, and automatically deducting points if they go silent for 60 days so sales reps only call active leads.

Read Definition & Math→
⚑ Tier 2 - ImportantCRM Sync

CRM Integration & Bidirectional Data Sync

Connecting your email tool to your sales CRM so when a sales rep marks a deal as "Demo Done", marketing automatically stops sending demo invite emails.

Read Definition & Math→
⚑ Tier 2 - ImportantBehavioural Triggers

Behavioural Triggers

Triggering an automated follow-up the exact minute a user clicks on an enterprise comparison chart or tries a feature in your app.

Read Definition & Math→
⚑ Tier 2 - ImportantEmail A/B Testing

A/B Testing in Email Workflows

Testing 2 different subject lines on 20% of your list and automatically sending the winner with the higher open rate to the remaining 80%.

Read Definition & Math→
⚑ Tier 2 - ImportantMQL Routing

Lead Routing & MQL Handoff Automation

Instantly pinging the right sales rep on Slack with a lead’s phone number the second they request a demo, ensuring 5-minute response times.

Read Definition & Math→
⚑ Tier 2 - ImportantWin-Back Campaigns

Re-engagement & Win-Back Campaigns

Sending a special "We miss you" discount or survey to people who haven’t opened an email in 3 months; if they still don’t respond, removing them to protect deliverability.

Read Definition & Math→
⚑ Tier 2 - ImportantDynamic Content

Dynamic Content in Email

A single email campaign where men see men’s shoes and women see women’s shoes automatically inside the exact same email send.

Read Definition & Math→
⚑ Tier 2 - ImportantJourney Builder

Visual Journey Builder (Workflow Canvas)

The visual flowchart builder where you drag and connect boxes (Wait 2 days $\to$ Check if opened $\to$ Send WhatsApp) without writing code.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowOpen Rate & CTR

Email Open Rate & CTR (Apple MPP Reality)

How Apple iPhones auto-open emails in the background (faking 60%+ open rates), making click-through rate the only honest measure of real engagement.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowList Hygiene

List Hygiene & Inactive Address Suppression

Routinely deleting dead email addresses and chronic non-openers from your list so your sender reputation stays crystal clear.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowSMS Automation

SMS Marketing Automation

Sending fast, time-sensitive SMS alerts for 2-hour flash sales and delivery tracking links.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowOnboarding Flows

Onboarding Sequences (Activation Workflows)

The step-by-step tutorial emails and tooltips sent right after someone signs up to make sure they actually use and love your product.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowAbandonment Flows

Cart & Browse Abandonment Automation

Automated reminders sent 30 minutes after someone leaves an item in their cart or views a product 3 times without buying.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowMultichannel CRM

Multichannel Orchestration (Email, SMS, Push, WhatsApp)

Coordinating messages so you don’t bombard a user with an email, SMS, and WhatsApp all at the exact same minute for the same offer.

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheSend-Time Optimisation

Predictive Send-Time Optimisation (STO)

Machine learning that delivers an email to Night Owls at 11 PM and Early Birds at 7 AM based on when each person usually checks their phone.

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheAutomation ROI

Marketing Automation ROI Measurement

Proving to company executives that your β‚Ή10,00,000 marketing software and team generated β‚Ή1,50,00,000 in direct repeat sales.

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheProgressive Profiling

Progressive Profiling

Asking for Name & Email on visit 1, Job Title on visit 2, and Company Budget on visit 3, building a complete profile without long intimidating forms.

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheAutomation Governance

Automation Governance & Workflow Sprawl Audit

Cleaning up old forgotten automation rules so you don’t accidentally send 4 conflicting emails to the same customer at once.

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheAI Automation

AI-Assisted Automation & Dynamic Copy

Using AI inside your CRM to write 50 personalized email variations and predict which customers are about to cancel their subscription.

Read Definition & Math→
Category 16 of 19

Mobile App Marketing

27 Terms

Mobile app marketing is performance marketing built around a fundamentally different conversion event: an app install, followed by a retention curve that determines whether that install was ever worth acquiring. This category covers app store visibility (ASO), install measurement (MMPs, deep linking), and the retention and re-engagement mechanics that matter more in mobile than almost any other channel - since most apps lose the majority of users within the first week.

πŸ”₯ Tier 1 - Must KnowApp Economy

Mobile App Marketing & App Economy

The entire journey of getting someone to download your phone app from Google Play or Apple App Store, and making sure they keep using it and spend money rather than uninstalling in 10 minutes.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowASO

ASO - App Store Optimisation

Optimizing your app title, search keywords, preview pictures, and 5-star ratings so your app ranks #1 on Google Play and Apple App Store for free downloads.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowCPI

CPI - Cost Per Install

How much money you spent on ads to get one person to download and install your app.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowDeep Linking

Deep Linking (Direct In-App Routing)

A special link that takes users who already have your app straight to the exact product or discount code they clicked on, skipping the home screen.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowMMP Attribution

Mobile Attribution & MMP (Mobile Measurement Partner)

A third-party tool (AppsFlyer, Adjust, Branch) installed inside your app that accurately tracks whether an install came from Google, Meta, or an influencer.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowInstall Campaigns

App Install Campaigns (Google UAC & Meta App Ads)

Special automated ad campaigns run on Google (UAC) and Meta (App Install Ads) that automatically find people most likely to download and use your app.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowRetention Curves (D1/D7/D30)

Retention Rate - Day 1 / 7 / 30

The percentage of downloaders who are still opening and using your app 1 day, 1 week, and 1 month after downloading it.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowPush Notifications

Push Notifications & Lock Screen Engagement

Direct popup alerts sent straight to a user’s phone screen (e.g. "Your delivery is arriving in 5 mins" or "Your cart has a 10% discount").

Read Definition & Math→
⚑ Tier 2 - ImportantDeferred Deep Linking

Deferred Deep Linking

When someone clicks an ad for red shoes, downloads the app from Google Play for the first time, and the app opens straight to the red shoes page automatically.

Read Definition & Math→
⚑ Tier 2 - ImportantIn-App Events

In-App Events & SDK Tracking

Code inside the app that reports back to ad networks whenever someone creates an account, finishes level 5, or makes a purchase.

Read Definition & Math→
⚑ Tier 2 - ImportantStore Ranking Factors

App Store Ranking Factors

The factors Google and Apple look at to rank apps: how fast downloads are spiking, keyword matches in the title, and low uninstall rates.

Read Definition & Math→
⚑ Tier 2 - ImportantUninstall Rate

Uninstall Tracking / Rate

Tracking how many people delete your app and how fast they delete it, revealing misleading ads or broken app bugs.

Read Definition & Math→
⚑ Tier 2 - ImportantARPU / ARPDAU

ARPU & ARPDAU (Monetisation Metrics)

The average revenue generated by each active user per day or per month, setting the maximum ceiling for how much you can afford to pay for an install (CPI).

Read Definition & Math→
⚑ Tier 2 - ImportantApp Re-engagement

Re-engagement Campaigns for Apps

Running targeted ads on Instagram and Google to people who already have your app installed but haven’t opened it in 30 days, offering them a reason to return.

Read Definition & Math→
⚑ Tier 2 - ImportantMobile Ad Fraud

Mobile Ad Fraud (Click Injection & Install Hijacking)

Scam networks that detect when a real user is downloading your app and inject a fake last-second click to steal credit and your ad money.

Read Definition & Math→
⚑ Tier 2 - ImportantMobile Cohorts

Cohort-Based Mobile Analytics

Comparing users who installed on Day 1 vs Day 30 across Google vs Meta to see which ad channel delivers users who stay and spend money.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowStore Screenshots

App Store Screenshots & Preview Assets

The showcase pictures and videos on your app store listing that convince browsing visitors to hit the "Install" button.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowRatings & Reviews

Ratings & Reviews Management

Asking happy users for a 5-star review right after they complete a successful order or win a level to boost your store rating.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowRich Push

Rich Push Notifications

Phone notifications that include an eye-catching photo or GIF and quick action buttons like "Buy Now" directly on the lock screen.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowApp Onboarding

Onboarding Flow for Apps

The quick 3-screen welcome guide inside the app that gets new downloaders set up and excited in under 60 seconds.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowIn-App Messaging

In-App Messaging & Banners

Helpful banners or feature tips that appear inside the app while the user is actively using it, guiding them to new features.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowApp Indexing SEO

App Indexing & Deep Link SEO

Allowing Google Search results on mobile phones to open specific pages straight inside your app for users who have it installed.

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheApple SKAN

SKAdNetwork (SKAN) & Privacy-First iOS Attribution

Apple’s strict privacy system for iPhones that hides individual user identities and sends delayed, aggregated conversion data for app ads.

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheProbabilistic Attribution

Probabilistic vs. Deterministic Mobile Attribution

Deterministic matches an install with 100% certainty using a device ID; probabilistic uses IP address and device model to guess attribution when tracking is blocked.

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheMMP Selection

MMP Vendor Selection (AppsFlyer, Adjust, Branch)

Choosing which tracking partner (AppsFlyer, Adjust, or Branch) to integrate, balancing cost, deep linking capabilities, and fraud protection.

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheApp Clips

App Clips & Google Instant Apps

Mini trial versions of an app that open in 2 seconds without full installation so users can book a scooter or pay parking instantly.

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheMobile Incrementality

Incrementality Testing for Mobile UA

Turning off ads in select cities to prove whether downloads would have happened anyway from word-of-mouth or if the ads genuinely created new installs.

Read Definition & Math→
Category 17 of 19

AI Marketing

27 Terms

AI has moved from a buzzword to a working layer inside nearly every major ad platform and marketing tool - from the bidding algorithms already running Google and Meta campaigns, to generative tools now producing ad copy, images, and video. This category covers where AI genuinely changes how a performance marketer works, from prompt engineering and generative creative to the newer risks - hallucination, bias, and measurement - that come with handing more of the campaign to automated systems.

πŸ”₯ Tier 1 - Must KnowAI Marketing Overview

AI in Marketing (Overview & Core Applications)

Understanding how artificial intelligence runs behind the scenes to bid on ads, generate video and text copy, predict customer churn, and answer support chats automatically.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowGenerative Creative

Generative AI for Ad Creative

Using AI tools to generate 20 different headlines, background images, and video hooks in seconds so you never run out of new ad variations to test.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowAI Smart Bidding

AI-Powered Bidding & Smart Bidding

The platform AI calculating in 0.01 seconds whether a user searching on Google or browsing Instagram is likely to buy, and bidding higher for high-intent shoppers.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowPredictive Analytics

Predictive Analytics in Marketing

Using historical data models to forecast which customers will stop buying next month or which leads will turn into enterprise sales.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowConversational AI

Chatbots & Conversational AI

Smart AI assistants on your website or WhatsApp that understand natural human questions, recommend products, and book demo meetings 24/7.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowAI Copywriting

AI Copywriting Tools (LLM Drafting)

Using tools like ChatGPT, Claude, and Gemini to generate 10 ad copy angles and subject lines in 30 seconds as raw drafts for human editing.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowBlack-Box AI Campaigns

Automated Campaign Optimisation (PMax & Advantage+)

Self-driving ad campaigns (Google Performance Max, Meta Advantage+ Shopping) where AI chooses placements and budgets automatically while you provide creative assets.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowPrompt Engineering

Prompt Engineering for Marketers

The skill of giving AI clear instructions, exact brand tone guidelines, and real examples so it outputs brilliant marketing copy instead of robotic fluff.

Read Definition & Math→
⚑ Tier 2 - ImportantAI Personalisation

AI-Powered Personalisation

Websites that automatically re-arrange their homepage to show hiking gear to outdoor lovers and sneakers to runners based on past browsing.

Read Definition & Math→
⚑ Tier 2 - ImportantML Lead Scoring

Predictive Lead Scoring (AI/ML Context)

AI algorithms scanning years of closed sales to calculate which new leads have an 85%+ probability of closing.

Read Definition & Math→
⚑ Tier 2 - ImportantAI Image Generation

AI Image Generation for Ads

Using AI to put your product in a luxury beach resort or modern kitchen background without paying for expensive photography shoots.

Read Definition & Math→
⚑ Tier 2 - ImportantSentiment Analysis

Sentiment Analysis (NLP Brand Monitoring)

AI reading thousands of Amazon reviews and Instagram comments to alert you immediately if customers are complaining about a broken product lid.

Read Definition & Math→
⚑ Tier 2 - ImportantAI Clustering

AI-Driven Audience Segmentation

AI analyzing user behavior to discover surprising buyer groups you never thought of (e.g. "late-night weekend impulse shoppers").

Read Definition & Math→
⚑ Tier 2 - ImportantConversational Commerce

Conversational Commerce (AI Chat Checkout)

Allowing shoppers to chat with an AI on WhatsApp, get shade recommendations, and complete 1-tap checkout without visiting a website.

Read Definition & Math→
⚑ Tier 2 - ImportantAI Video Production

AI Video Generation & Automated Editing

AI tools that automatically crop horizontal videos to vertical 9:16 Reels, generate animated captions, and translate voiceovers into 10 languages.

Read Definition & Math→
⚑ Tier 2 - ImportantAI-MMM

Marketing Mix Modelling with AI (AI-MMM)

Advanced computer modeling that calculates how your TV ads boost your Google Search clicks and Meta sales, without tracking cookies.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowAI Detection & Trust

AI Content Detection & Authenticity

Following platform rules for labeling AI images and videos so customers trust your brand rather than feeling misled.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowVoice Search

Voice Search Optimisation (Alexa / Siri / Google)

Optimizing your website text for spoken questions (e.g. "Hey Google, what is the best running shoe under β‚Ή3,000?").

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowSupport Copilots

AI-Powered Customer Support (Copilots)

AI that drafts helpful replies for your customer support reps so they can resolve tickets in 1 minute instead of 10.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowVirtual Influencers

Synthetic / Virtual Influencers

CGI virtual influencers created by brands to showcase products and model clothes with 100% brand control.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowAI SEO Tools

AI SEO Tools & Content Optimization

Software that analyzes top Google search results to tell you exactly which topics and questions your blog must cover to rank #1.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowRecommendation AI

Recommendation Engines (Collaborative Filtering)

The smart algorithm on checkout pages that recommends matching items, increasing average order value by 15%-25%.

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheLLMs in Marketing

Large Language Models (LLMs) in Marketing Workflows

Connecting advanced AI models directly to your company database so AI can write personalized emails based on actual customer history.

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheHallucination Governance

AI Hallucination Risk in Marketing Content

The risk of AI inventing fake facts or illegal warranty claims in ad copy, requiring mandatory human review before publishing.

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheAI Bias Auditing

Responsible AI & Bias in AI Targeting

Checking that your ad algorithms aren’t accidentally discriminating against specific groups in sensitive categories like housing, jobs, or loans.

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheAgentic Marketing AI

Agentic AI / Autonomous Marketing Agents

Autonomous AI agents that don’t just answer prompts, but independently research competitor ads, launch campaigns, analyze ROAS, and reallocate spend within defined guardrails.

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheAI ROI Measurement

AI Marketing ROI Measurement

Running controlled holdout tests to prove exactly how much extra profit and saved payroll your AI tools generated compared to traditional manual campaigns.

Read Definition & Math→
Category 18 of 19

GEO / AEO (AI Search)

26 Terms

Search is being restructured by AI-generated answers - Google's AI Overviews, ChatGPT, and Perplexity increasingly answer a query directly instead of showing ten blue links, which means being visible in that answer matters more than ranking first on a results page nobody scrolls to. This category covers Generative Engine Optimisation (GEO) and Answer Engine Optimisation (AEO): how to structure content so AI systems actually cite and recommend a brand, rather than routing all traffic away from it.

πŸ”₯ Tier 1 - Must KnowGEO

GEO - Generative Engine Optimisation

The new version of SEO: making sure ChatGPT, Perplexity, and Google AI mention and recommend your brand when people ask them questions.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowAEO

AEO - Answer Engine Optimisation

Writing direct, 40-word concise answers right below question headings so Google and AI bots can easily copy-paste your answer into their answer boxes.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowGoogle AI Overviews

AI Overviews (Google) / SGE

The AI summary box at the very top of Google Search that synthesizes an answer from multiple websites and links 3-5 source articles as reference chips.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowFeatured Snippets

Featured Snippets (Answer Box Precursor)

The boxed answer at the top of Google that directly answers queries like "How to calculate ROAS" using bullet points or comparison tables.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowZero-Click Search

Zero-Click Search

When a user gets their full answer directly from Google’s AI summary or snippet without clicking on any website link.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowAI Citations

Citation & Source Visibility in AI Answers

Getting your website linked as the trusted source that the AI used to write its answer.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowSchema Markup

Structured Data / Schema Markup (JSON-LD)

Hidden code on your webpage that tells search engines and AI bots exactly what your price, product rating, FAQ answers, and author credentials are.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowE-E-A-T Quality

E-E-A-T (Experience, Expertise, Authoritativeness, Trust)

Proving to Google and AI models that your content was written by a real human expert with hands-on experience, clear author bios, and real data.

Read Definition & Math→
⚑ Tier 2 - ImportantConversational Search

Conversational Query Optimisation

Writing content that answers complex, spoken sentences (e.g. "What is the best D2C CRM for a 10-person team under β‚Ή50k?") instead of just 2-word keywords.

Read Definition & Math→
⚑ Tier 2 - ImportantChatbot Search

AI Chatbot Search (ChatGPT, Perplexity, Gemini)

Auditing how your brand appears when users ask ChatGPT, Perplexity, and Gemini for recommendations in your industry.

Read Definition & Math→
⚑ Tier 2 - ImportantContent Chunking

Content Chunking for AI Retrieval

Breaking your long guides into mini standalone chapters with clear headings, so an AI can lift a single 3-sentence answer without getting confused.

Read Definition & Math→
⚑ Tier 2 - ImportantShare of Model

Brand Mention Frequency (Share of Model)

Out of 100 times people ask ChatGPT for the top products in your category, what percentage of answers recommend your brand.

Read Definition & Math→
⚑ Tier 2 - Importantllms.txt & AI Crawlers

llms.txt & AI Crawler Access Governance

A special file on your website (like robots.txt) that gives AI bots a clean summary of your key pages so they can cite you easily without breaking your servers.

Read Definition & Math→
⚑ Tier 2 - ImportantFAQ Schema

FAQ Schema & Question-Based Content

Adding real customer questions and concise answers on your site with FAQ code that AI answer boxes can lift in 1 click.

Read Definition & Math→
⚑ Tier 2 - ImportantSEO vs. GEO

Traditional SEO vs. GEO Differences

Traditional SEO optimizes for blue link clicks; GEO optimizes for being quoted as the expert source inside an AI’s generated summary.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowConversational Keywords

Long-Tail Conversational Keywords

Targeting specific 7-word search phrases that mimic real speech (e.g. "How do I switch payment gateways without losing subscriptions?").

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowAI Backlinks

Authoritative Backlinks in the AI Era

Getting featured in major news and trusted industry blogs, which tells AI models your company is a legitimate authority worth quoting.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowFreshness Signals

Content Freshness Signals

Updating your data, pricing, and article dates so AI search engines know your content is current and not 3 years out of date.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowMulti-AI Presence

Multi-Platform AI Presence

Making sure your brand is recommended across all the major AI tools (ChatGPT, Perplexity, Gemini, Copilot), not just Google.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowLocal GEO

Local GEO (AI Maps & "Near Me" Answers)

Making sure that when someone asks ChatGPT "Where is the best dental clinic near Indiranagar Bangalore?", your clinic is recommended.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowAI Search Analytics

AI Search Analytics & Tracking Tools

New monitoring tools that track how often your brand is cited inside ChatGPT and Google AI Overviews.

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheRAG Architecture

Retrieval-Augmented Generation (RAG)

How AI search engines work under the hood: when a user asks a question, the AI searches the web for relevant articles first, reads them, and writes a summary based on what it found.

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheAI Market Share

AI Search Market Share Shifts

Monitoring how fast users are moving their daily searches from Google over to ChatGPT and Perplexity to allocate marketing budget accordingly.

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheGEO Attribution

GEO Attribution Measurement Challenges

Measuring sales when an AI recommends your product to a user who later visits your website directly without clicking a trackable link.

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheAnswer Box Strategy

Answer Box Ownership Strategy

Strategically picking the 50 most profitable questions in your industry and structuring your content to win every single one of those AI answer boxes.

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheAgentic Shopping

Agentic Browsing & Shopping

The near future where AI agents (not humans) browse websites, compare prices, and buy products for their human owners based on machine-readable specs.

Read Definition & Math→
Category 19 of 19

Growth Marketing

27 Terms

Growth marketing reframes marketing as a cross-functional, experimentation-driven discipline focused on a single North Star Metric, rather than a series of isolated campaigns run in a silo. This final category ties together concepts from across the entire handbook - CAC, retention, CRO, automation - into the growth-loop and rapid-experimentation frameworks that define how the fastest-scaling companies actually operate.

πŸ”₯ Tier 1 - Must KnowGrowth Marketing

Growth Marketing (What It Is & How It Differs)

Unlike traditional marketing that only focuses on getting ad clicks, growth marketing works with engineering, product, and data to fix onboarding, boost customer retention, and build referral loops that compound without endless ad spend.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowGrowth Loops

Growth Loop (Self-Sustaining Compounding System)

A cycle where every new customer automatically brings in more customers (e.g. User signs up $\to$ shares a document $\to$ colleague sees the logo and signs up $\to$ repeats).

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowNorth Star Metric

North Star Metric (NSM)

The #1 number that the entire company tracks to know if customers are truly getting value (e.g. Airbnb tracks "Nights Booked", Spotify tracks "Time Spent Listening", not just app downloads).

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowAARRR Pirate Funnel

AARRR / Pirate Metrics Framework

The 5 checkpoints of any business: How they find you (Acquisition) $\to$ First great experience (Activation) $\to$ Do they come back (Retention) $\to$ Do they tell friends (Referral) $\to$ Do they pay (Revenue).

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowK-Factor

Viral Coefficient / K-Factor

How many new friends one user invites to your app on average. If $K > 1.0$, your app grows virally on its own without paid ads.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowPLG

Product-Led Growth (PLG)

Letting people use your software for free first (like Canva, Slack, or Figma) so they fall in love with it before upgrading to a paid plan, skipping pushy sales calls.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowExperiment Sprints

Growth Experimentation / Rapid Testing Cycle

Running 3 to 5 small marketing and product experiments every single week, killing the ideas that fail and scaling the ones that work.

Read Definition & Math→
πŸ”₯ Tier 1 - Must KnowActivation Rate

Activation Rate & Time-to-Value (TTV)

The percentage of people who sign up and actually experience the magic of your product in their first visit (e.g. booking their first ride or sending their first chat).

Read Definition & Math→
⚑ Tier 2 - ImportantReferral Programs

Referral Programs (Two-Sided Incentives)

A referral reward where both you and your friend get β‚Ή500 off when they make their first purchase, doubling the motivation to share.

Read Definition & Math→
⚑ Tier 2 - ImportantNetwork Effects

Network Effects (Structural Defensibility)

When your app gets better simply because more people use it (e.g. WhatsApp is useful because all your friends are on it, making it impossible for a competitor to copy easily).

Read Definition & Math→
⚑ Tier 2 - ImportantFreemium Economics

Freemium Model (Free Tier to Paid Conversion)

Giving basic software features away for free forever, charging only when companies need team collaboration, extra storage, or advanced reports.

Read Definition & Math→
⚑ Tier 2 - ImportantGrowth Squads

Growth Team Structure & Squads

Small agile teams (1 marketer, 1 developer, 1 designer, 1 data analyst) focused solely on moving one number (e.g. Activation Rate) without red tape.

Read Definition & Math→
⚑ Tier 2 - ImportantSmile Curve

Retention Curve / Smile Curve

A chart of your users that stops dropping and stays flat, proving you have found true product-market fit and loyal repeat buyers.

Read Definition & Math→
⚑ Tier 2 - ImportantICE Scoring

ICE Scoring (Impact, Confidence, Ease)

Rating every growth test idea on 3 questions from 1 to 10: How big will the win be (Impact)? How sure are we (Confidence)? How easy is it to build (Ease)?

Read Definition & Math→
⚑ Tier 2 - ImportantGrowth Onboarding

Onboarding Optimisation for Growth

Removing unnecessary form fields and tutorials so new signups experience the product’s magic within 30 seconds of joining.

Read Definition & Math→
⚑ Tier 2 - ImportantHook Model

Habit Loop / Hook Model (Nir Eyal)

How addictive apps get you hooked: A push notification triggers you $\to$ you open the app $\to$ you see exciting new likes or deals $\to$ you customize your profile so you come back tomorrow.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowGrowth Equation

Growth Model & Growth Equation

A master math formula that breaks your revenue down: $Revenue = Traffic \times Signup\% \times Activation\% \times Retention\% \times Pricing$, showing exactly where to focus.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowCommunity Growth

Community-Led Growth

Building passionate groups on Discord or WhatsApp where your users help each other, share tips, and invite coworkers to buy your product.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowContent Loops

Content Loops (UGC Organic Growth)

When your users create public boards or reviews that rank on Google, bringing in new visitors who create more content in a never-ending cycle.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowPaid-to-Organic

Paid-to-Organic Growth Loop

Spending money on ads not just for 1 sale, but to bring in active users who leave 5-star reviews and refer friends, creating long-term organic growth.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowProgress Mechanics

Sunk Cost & Progress Bar Mechanics

Showing a "Your profile is 75% complete" progress bar or a 5-day daily streak to motivate users to finish their setup.

Read Definition & Math→
πŸ“š Tier 3 - Good to KnowGrowth Tech Stack

Growth Stack & Tooling (Amplitude, Mixpanel, PostHog)

The modern software toolbox (Amplitude, Mixpanel, PostHog, Optimizely) used by growth teams to track user funnels and run live website split tests.

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheLoops vs. Funnels

Compounding Growth Loops vs. Linear Funnels

Understanding why companies built on growth loops (like Pinterest and Dropbox) grow exponentially, while companies relying only on ad funnels hit a growth ceiling.

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheNegative Loops

Negative Growth Loops & Anti-Patterns

When aggressive marketing tricks (like spamming contact lists) look good for 2 weeks but ruin customer trust and cause mass uninstalls.

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheGrowth Forecasting

Growth Modelling & Cohort Forecasting

Building financial models to prove to investors how lifting your Activation Rate from 20% to 30% will generate β‚Ή10 Crore in extra annual revenue.

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheGrowth Governance

Cross-Functional Growth Governance

The company rules that allow growth teams to ship experiments rapidly without breaking the website code or violating brand guidelines.

Read Definition & Math→
🧠 Tier 4 - Advanced / NicheGlobal Loops

Scaling Growth Loops Internationally

Adjusting your referral loops for new countries (e.g. using WhatsApp and UPI in India vs iMessage and Apple Pay in the US) so growth loops don’t break.

Read Definition & Math→