ADS Course

Lesson 1 • Ad Formats and Creative Types

Catalogues text, image, video, and interactive formats with use-case guidance. Prepares learners to match format to objective and audience.

Lesson 2 • Budgeting and Pricing Models

Explains CPM, CPC, CPA, and CPV pricing structures and their trade-offs. Builds the financial literacy needed for campaign planning.

Lesson 3 • The Advertising Ecosystem Explained

Maps every player—advertisers, publishers, agencies, platforms—and their relationships. Grounds all later channel-specific learning in a unified framework.

Lesson 4 • Major Ad Channel Overview

Surveys search, social, display, video, and programmatic channels. Provides context for choosing the right channel mix in later chapters.

Lesson 1 • Platform Targeting Options

Explores interest, keyword, in-market, and lookalike targeting across major platforms. Connects audience theory to platform-specific execution.

Lesson 2 • Retargeting and Remarketing

Explains pixel-based and list-based retargeting to re-engage prior visitors. Builds on first-party data skills to recover lost conversion opportunities.

Lesson 3 • First-Party Data and Customer Lists

Teaches collection, cleaning, and uploading of owned customer data for targeting. Establishes the highest-value targeting layer before paid signals.

Lesson 4 • Audience Testing and Validation

Introduces A/B audience splits and reach-vs-relevance trade-offs. Ensures targeting decisions are data-driven rather than assumption-based.

Lesson 1 • Writing High-Performing Search Ads

Guides headline, description, and display URL copywriting for maximum CTR. Strong ad copy is the bridge between keyword intent and landing page.

Lesson 2 • Keyword Research and Strategy

Covers intent classification, match types, and competitive gap analysis. Keyword strategy directly determines campaign reach and cost efficiency.

Lesson 3 • Quality Score and Ad Rank

Breaks down expected CTR, ad relevance, and landing page experience components. Improving Quality Score lowers CPC and improves position.

Lesson 4 • Bidding Strategies and Automation

Compares manual CPC, target CPA, and maximise conversion strategies. Choosing the right bid strategy determines cost efficiency at scale.

Lesson 1 • Social Ad Bidding and Budget

Compares lowest cost, cost cap, and bid cap strategies for social auctions. Budget and bid choices directly affect delivery and cost stability.

Lesson 2 • Paid Social Campaign Architecture

Explains campaign, ad set, and ad hierarchy and objective selection. Correct structure prevents audience overlap and budget inefficiency.

Lesson 3 • Social Audience and Placement Targeting

Applies interest, behavioural, and custom audience layers to social platforms. Builds on audience research chapter with platform-native execution.

Lesson 4 • Measuring Social Campaign Performance

Defines reach, frequency, engagement rate, and conversion metrics for social. Measurement connects creative and targeting decisions to business outcomes.

Lesson 1 • Programmatic Ecosystem Deep Dive

Explains DSPs, SSPs, ad exchanges, and real-time bidding mechanics. Understanding the supply chain is prerequisite to efficient programmatic buying.

Lesson 2 • Contextual and Audience Targeting

Applies keyword contextual, topic, and audience targeting to display inventory. Layering signals improves relevance without relying solely on cookies.

Lesson 3 • Display Creative Specifications

Covers standard IAB sizes, HTML5 animation, and responsive display ads. Correct specs prevent disapprovals and ensure full inventory access.

Lesson 4 • Programmatic Campaign Optimization

Teaches frequency capping, bid floor adjustments, and placement exclusions. Ongoing optimization separates efficient programmatic from wasted spend.

Lesson 1 • Writing for Different Funnel Stages

Adapts tone, offer, and CTA language to awareness, consideration, and conversion stages. Funnel-aligned copy reduces friction at each decision point.

Lesson 2 • Persuasion Principles in Ad Copy

Applies scarcity, social proof, authority, and urgency to ad messaging. Psychological triggers increase click-through and conversion rates.

Lesson 3 • Creative Testing and Iteration

Designs structured A/B and multivariate tests for headlines, visuals, and CTAs. Systematic testing compounds creative performance over time.

Lesson 4 • Creative Brief Development

Structures a brief covering audience insight, key message, tone, and deliverables. A strong brief aligns creative teams and reduces revision cycles.

Lesson 1 • Key Metrics and Reporting Dashboards

Defines CTR, CVR, CPA, ROAS, and LTV and builds dashboards around them. Standardized reporting enables fast, consistent optimization decisions.

Lesson 2 • Incrementality and Lift Testing

Explains holdout tests and geo-based lift studies to measure true ad impact. Incrementality testing separates ad-driven results from organic activity.

Lesson 3 • Tracking Setup and Tag Management

Covers pixel installation, conversion event configuration, and tag manager use. Accurate tracking is the foundation of every measurement decision.

Lesson 4 • Reporting Insights to Stakeholders

Structures performance narratives with context, findings, and recommendations. Translating data into decisions builds stakeholder trust and budget support.

Lesson 1 • Scaling Budgets Without Losing Efficiency

Covers horizontal scaling, vertical budget increases, and efficiency guardrails. Scaling without a framework causes CPA inflation and wasted spend.

Lesson 2 • Cross-Channel Orchestration

Coordinates messaging, frequency, and sequencing across search, social, and display. Unified cross-channel strategy prevents audience fatigue and message conflict.

Lesson 3 • Strategic Budget Planning and Forecasting

Builds annual and quarterly ad budgets using historical data and growth targets. Forecasting aligns ad investment with business revenue expectations.

Lesson 4 • Competitive Analysis and Positioning

Uses auction insights, share of voice, and creative benchmarking to identify gaps. Competitive intelligence informs bidding, messaging, and channel investment.