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Learning path

Paid Ads / Performance Marketing learning path: everything to study, topic by topic

Comprehensive paid advertising assessment covering search advertising, social platforms, programmatic buying, campaign optimization, measurement and attribution, and full-funnel paid media strategy.

Short answer

To learn Paid Ads / Performance Marketing, work through 6 modules and 25 topics in the order they build on each other. It starts with Search Advertising, then moves on to Social Advertising and Display & Programmatic. Use the map as a checklist, or measure your level and study only what is missing.

6
modules
25
topics
50
min to assess

What you will study

Topics are grouped by module. Open one to see its objectives and key concepts.

1 · Search Advertising4 topics
  • Google Ads Fundamentals

    Campaign types, ad formats, auction mechanics, and account structure best practices

    Objectives

    • Structure a Google Ads account correctly
    • Explain how the ad auction determines ad rank

    Key concepts

    • campaign types
    • ad groups
    • auction mechanics
    • Quality Score
    • ad rank
  • Keyword Strategy

    Keyword research, match types, negative keywords, and search intent alignment

    Objectives

    • Build a keyword list aligned to search intent
    • Use match types and negatives to control spend

    Key concepts

    • broad match
    • phrase match
    • exact match
    • negative keywords
    • search intent
    • keyword research
  • Quality Score

    Expected CTR, ad relevance, landing page experience, and their impact on CPC and ad rank

    Objectives

    • Diagnose low Quality Scores
    • Improve Quality Score across all three components

    Key concepts

    • expected CTR
    • ad relevance
    • landing page experience
    • Quality Score components
    • CPC reduction
  • Search Ad Copywriting

    Responsive search ads, headline and description optimization, ad extensions, and CTR improvement

    Objectives

    • Write high-CTR search ads for a given product
    • Use ad extensions to improve click performance

    Key concepts

    • responsive search ads
    • ad extensions
    • headline testing
    • CTR
    • call-to-action
2 · Social Advertising3 topics
  • Meta Ads

    Facebook and Instagram campaign structure, audience targeting, creative formats, and Advantage+ campaigns

    Objectives

    • Set up a Meta Ads campaign with proper audience targeting
    • Optimize creative for Meta's delivery algorithm

    Key concepts

    • Advantage+
    • custom audiences
    • lookalike audiences
    • campaign budget optimization
    • creative formats
  • LinkedIn Ads

    B2B targeting, Sponsored Content, Message Ads, lead gen forms, and account-based marketing

    Objectives

    • Build a LinkedIn Ads campaign for a B2B audience
    • Evaluate when LinkedIn Ads justify the higher CPCs

    Key concepts

    • job title targeting
    • company size targeting
    • Sponsored Content
    • Lead Gen Forms
    • ABM
  • TikTok Ads

    In-Feed Ads, TopView, Branded Hashtag Challenges, TikTok creative best practices, and audience signals

    Objectives

    • Design a TikTok Ads creative strategy
    • Adapt brand creative to native TikTok formats

    Key concepts

    • In-Feed Ads
    • TopView
    • native creative
    • sound-on format
    • TikTok Pixel
    • interest targeting
3 · Display & Programmatic3 topics
  • Programmatic Buying

    RTB mechanics, DSPs, SSPs, deal types (open auction, PMP, programmatic direct), and inventory quality

    Objectives

    • Explain the programmatic supply chain
    • Select the right deal type for a campaign objective

    Key concepts

    • RTB
    • DSP
    • SSP
    • open auction
    • private marketplace
    • programmatic direct
    • floor price
  • Retargeting

    Pixel-based and list-based retargeting, audience segmentation, frequency capping, and sequential messaging

    Objectives

    • Build a retargeting funnel with sequential messaging
    • Control frequency to avoid creative fatigue

    Key concepts

    • pixel retargeting
    • custom audiences
    • frequency capping
    • sequential messaging
    • burn pixel
  • Ad Exchanges

    Ad exchange mechanics, inventory quality assessment, brand safety controls, and viewability standards

    Objectives

    • Evaluate inventory quality in an ad exchange
    • Implement brand safety controls for programmatic campaigns

    Key concepts

    • ad exchange
    • brand safety
    • viewability
    • IVT
    • ads.txt
    • inventory quality
4 · Campaign Optimization4 topics
  • Bid Strategies

    Manual vs automated bidding, target CPA, target ROAS, maximize conversions, and smart bidding signals

    Objectives

    • Select the optimal bid strategy for a campaign objective
    • Transition campaigns from manual to automated bidding

    Key concepts

    • target CPA
    • target ROAS
    • maximize conversions
    • smart bidding
    • bid modifiers
    • portfolio bidding
  • Budget Allocation

    Cross-channel budget distribution, pacing controls, dayparting, and budget reallocation based on performance

    Objectives

    • Allocate budgets across channels based on performance data
    • Implement pacing controls to prevent overspend

    Key concepts

    • budget pacing
    • dayparting
    • cross-channel allocation
    • shared budgets
    • budget rebalancing
  • Creative Testing

    A/B testing frameworks, multivariate testing, creative fatigue detection, and iterative creative optimization

    Objectives

    • Design a rigorous creative testing framework
    • Identify and replace fatigued creative before performance drops

    Key concepts

    • A/B testing
    • multivariate testing
    • creative fatigue
    • statistical significance
    • winning creative
  • Algorithmic Bidding Strategy

    Optimizing automated bidding strategies: tROAS, tCPA, max conversions, portfolio bidding, and value-based bidding

    Objectives

    • Design a portfolio bidding strategy that maximizes efficiency across a large account
    • Evaluate trade-offs between automated and manual bidding approaches

    Key concepts

    • tROAS
    • tCPA
    • portfolio bidding
    • value-based bidding
    • Smart Bidding signals
    • auction insights
    • bid modifiers vs Smart Bidding
5 · Measurement & Attribution7 topics
  • ROAS Optimization

    Return on ad spend calculation, blended vs channel-level ROAS, ROAS targets by objective, and optimization levers

    Objectives

    • Set ROAS targets aligned to business profitability
    • Diagnose and improve declining ROAS across channels

    Key concepts

    • ROAS
    • blended ROAS
    • new-customer ROAS
    • MER
    • contribution margin
    • ROAS targets
  • LTV Modeling

    Customer lifetime value modeling for paid acquisition, LTV-to-CAC ratios, cohort analysis, and LTV-based bidding

    Objectives

    • Build a cohort-based LTV model for a paid channel
    • Use LTV data to inform acquisition bid strategies

    Key concepts

    • LTV
    • CAC
    • payback period
    • cohort analysis
    • LTV:CAC ratio
    • predicted LTV bidding
  • Attribution Models

    Last-click, first-click, linear, time-decay, data-driven attribution, and cross-channel attribution challenges

    Objectives

    • Select the right attribution model for a campaign type
    • Reconcile discrepancies across attribution reports

    Key concepts

    • last-click attribution
    • data-driven attribution
    • cross-channel attribution
    • view-through attribution
    • attribution windows
  • Incrementality Testing

    Geo holdout tests, conversion lift studies, ghost ads, and measuring true incremental impact of paid channels

    Objectives

    • Design an incrementality test for a paid channel
    • Interpret lift study results to inform budget decisions

    Key concepts

    • geo holdout test
    • conversion lift
    • ghost ads
    • incrementality
    • iROAS
    • counterfactual
  • Cross-Channel Attribution Modeling

    Building and interpreting cross-channel attribution models: data-driven attribution, MMM, and incrementality testing

    Objectives

    • Design a cross-channel attribution framework that accounts for full customer journeys
    • Reconcile conflicting attribution signals across platforms

    Key concepts

    • data-driven attribution
    • media mix modeling
    • last-click vs DDA
    • cross-channel journeys
    • assisted conversions
    • view-through attribution
    • attribution window
  • Incrementality Testing & Media Mix Modeling

    Measuring true advertising incrementality: holdout tests, geo experiments, synthetic control groups, and MMM calibration

    Objectives

    • Design and interpret geo-based holdout experiments for major channels
    • Calibrate MMM outputs with incrementality test results

    Key concepts

    • holdout tests
    • geo-matched markets
    • synthetic control
    • lift studies
    • MMM calibration
    • Robyn/LightweightMMM
    • incrementality vs attribution
  • Privacy-First Measurement

    Adapting measurement to privacy constraints: Conversion API, aggregated signals, iOS 14+ measurement, and cookieless attribution

    Objectives

    • Architect a measurement stack resilient to signal loss from privacy changes
    • Implement Conversions API and server-side tagging to recover lost attribution

    Key concepts

    • Conversions API
    • enhanced conversions
    • Aggregated Event Measurement
    • iOS 14+ SKAdNetwork
    • server-side tagging
    • cookieless measurement
    • first-party data strategy
6 · Paid Media Strategy4 topics
  • Channel Mix Planning

    Cross-channel portfolio strategy, reach and frequency planning, channel saturation curves, and mix optimization

    Objectives

    • Optimize a paid media mix using performance and saturation data
    • Plan reach and frequency across channels

    Key concepts

    • channel mix
    • reach and frequency
    • saturation curves
    • diminishing returns
    • portfolio optimization
    • MMM
  • Media Planning

    Annual and quarterly media planning, flighting strategies, CPM/CPC forecasting, and buy types (upfront, scatter, programmatic)

    Objectives

    • Build a quarterly media plan with flighting strategy
    • Forecast CPMs and reach for a given budget

    Key concepts

    • media plan
    • flighting
    • continuity
    • CPM forecasting
    • GRP
    • upfront buying
    • programmatic guaranteed
  • Full-Funnel Strategy

    Awareness-to-conversion funnel design, upper/mid/lower funnel channel roles, budget allocation by funnel stage, and customer journey optimization

    Objectives

    • Design a full-funnel paid media strategy
    • Allocate budgets across funnel stages with clear KPIs

    Key concepts

    • full-funnel
    • TOFU
    • MOFU
    • BOFU
    • funnel budget allocation
    • demand generation
    • demand capture
  • Performance Max Campaign Mastery

    Optimizing Performance Max campaigns: asset group strategy, audience signals, budget allocation, and search term transparency

    Objectives

    • Structure Performance Max campaigns with optimized asset groups and audience signals
    • Evaluate when PMax should replace or complement standard campaign types

    Key concepts

    • asset groups
    • audience signals
    • brand exclusions
    • PMax insights
    • search term reporting
    • PMax vs standard campaigns
    • conversion goals alignment

Levels: Junior, Mid, Senior, and Expert

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The assessment measures topic by topic, and your plan skips what you already know.

Open to read. An account is only needed to be measured.

Frequently asked questions

Where should I start studying Paid Ads / Performance Marketing?

Start with Search Advertising: Google Ads Fundamentals, Keyword Strategy, and Quality Score. The map orders topics by what they depend on, so each one prepares the next.

How long does a full Paid Ads / Performance Marketing assessment take?

A full assessment of this path takes about 50 minutes. Study time depends on where you start; a diagnostic shows which topics you can skip.

Do I need an account to use this page?

No. The map, objectives and key concepts are open. You only need an account to be measured, get your gap by topic and receive a plan.