Overview

Learning Paths#

Use these paths when you do not want to browse the full index.

Start Here: Paid Media Foundations#

• Paid Media Mental Model

• How Ad Platforms Optimize

• Campaign Structure

• Campaign Objective

• Conversions

Diagnose Performance Drops#

• Performance Diagnostics Framework

• Why CPA Increased

• Why ROAS Dropped

• Why CTR Is Low

• Why CVR Is Low

• Tracking Gaps

Build Measurement Correctly#

• Conversion Tracking Plan

• Meta Pixel and Conversions API

• Google Tag and Enhanced Conversions

• TikTok Pixel and Events API

• Offline Conversions

Improve Creative Strategy#

• Choosing Ad Formats

• Creative Testing

• Hook Rate

• Hold Rate

• Creative Fatigue

• Creative Iteration Loop

Understand Business Economics#

• ROAS

• MER

• Blended ROAS

• Break-Even ROAS

• Contribution Margin

• Payback Period

Playad Learn is a practical library for understanding paid media, creative strategy, measurement, and modern ad platform automation across Meta, Google, TikTok, and ChatGPT Ads.

Start Here#

• Paid Media Mental Model

• Campaign Structure

• Campaign Objective

• How Ad Platforms Optimize

• Reading Ad Performance Without Fooling Yourself

Metrics and Business Economics#

• ROAS

• MER

• CPA

• CAC

• CPL

• CPC

• CPM

• CTR

• CVR

• AOV

• LTV

• Profit Margin

• Contribution Margin

• Break-Even ROAS

• Payback Period

Measurement and Attribution#

• Conversion Tracking Plan

• Attribution Windows

• Click-Through Attribution

• View-Through Attribution

• Engaged-View Attribution

• Data-Driven Attribution

• Platform-Reported vs Blended Performance

• Incrementality

• UTMs and Reporting Taxonomy

• Offline Conversions

• Meta Pixel and Conversions API

• Google Tag and Enhanced Conversions

• Google Consent Mode

• TikTok Pixel and Events API

• ChatGPT Ads Measurement

Campaign Architecture and Automation#

• Campaign Hierarchy

• Campaign Objective

• Optimization Event

• Budget Strategy

• Daily vs Lifetime Budget

• Bidding Strategies

• Learning Phase

• Campaign Consolidation

• Scaling Ads

• Prospecting vs Retargeting

Meta Ads#

• Meta Ads Overview

• Meta Ad Formats

• Meta Advantage+

• Advantage+ Sales Campaigns

• Advantage+ Audience

• Advantage+ Creative

• Advantage+ Placements

• Advantage+ Campaign Budget

• Meta Learning Phase

• Meta Lead Ads

• Meta App Ads

Google Ads#

• Google Ads Overview

• Google Ad Formats

• Google Search Campaigns

• Keyword Match Types

• Search Terms

• Smart Bidding

• AI Max for Search

• Responsive Search Ads

• Quality Score and Ad Rank

• Google Performance Max

• Performance Max vs Search

• Demand Gen

• Shopping Feed and Performance Max

TikTok Ads#

• TikTok Ads Overview

• TikTok Ad Formats

• TikTok Campaign Structure

• TikTok Bidding

• TikTok Budget and Learning Phase

• TikTok Smart+

• TikTok Smart+ Web Campaigns

• TikTok Search Ads

• TikTok Placements

• TikTok Spark Ads

• TikTok Pixel

• TikTok Events API

• TikTok Attribution Metrics

• TikTok Creative Testing

ChatGPT Ads and AI Search#

• ChatGPT Ads Current Status

• OpenAI Ads Manager Beta

• ChatGPT Ads Format

• ChatGPT Ads Campaign Structure

• ChatGPT Ads Context Hints

• ChatGPT Ads Creative and Landing Pages

• ChatGPT Ads Measurement

• ChatGPT Ads Privacy Controls and Policy

• AI Search Advertising Strategy

Audience, Intent, and Targeting#

• Broad Targeting

• Interest Targeting

• Keyword Intent

• Search Intent

• Conversation Intent

• Custom Audiences

• Lookalike Audiences

• First-Party Data

• Retargeting Audiences

• Creative-Audience Fit

Creative Strategy#

• Creative Testing

• Creative Fatigue

• Hook Rate

• Hold Rate

• Thumb-Stop Rate

• Ad Angle

• Message-Market Fit

• UGC Ads

• Static vs Video vs Interactive Ads

• Choosing Ad Formats

• Platform-Native Creative

• Landing Page Message Match

• Creative Iteration Loop

Diagnostics#

• Why ROAS Dropped

• Why CPA Increased

• Why Spend Stopped

• Why CTR Is Low

• Why CVR Is Low

• Why CPM Is High

• Attribution Inflation

• Tracking Gaps

• Audience Saturation

• Creative Fatigue Diagnosis

Growth Strategy#

• Media Mix

• Budget Allocation

• Testing Budget

• Demand Capture vs Demand Creation

• Full-Funnel Advertising

• New Customer Acquisition

• Multi-Channel Scaling

• Seasonality