---
title: "AI-Powered Performance Marketing — free course"
description: "Steer Google, Meta, TikTok and LinkedIn AI with signals, value and creative — then prove results with incrementality and MMM"
url: https://optimizeall.com/learn/ai-performance-marketing
updated: 2026-10-05
---

Marketing · Advanced · 291 minutes · free · updated Sep 2026

# AI-Powered Performance Marketing

Steer Google, Meta, TikTok and LinkedIn AI with signals, value and creative — then prove results with incrementality and MMM

- **Lessons:** 15 in 7 modules
- **Video lectures:** 15 lectures, 123 minutes
- **Updated:** Sep 2026

## Tools you'll use

- Google Ads
- Performance Max
- Demand Gen
- AI Max for Search
- Meta Advantage+
- Meta Conversions API
- TikTok Smart+
- TikTok Symphony
- LinkedIn Campaign Manager
- Google Meridian
- Meta Robyn
- GeoLift
- GA4
- BigQuery
- Google Ads Scripts
- Python

[Start the course](https://optimizeall.com/learn/ai-performance-marketing/how-ad-platform-ai-works-now)

## About this course

Ad platforms now decide who sees your ads, where and at what price. Your advantage is what you feed them and how you verify the results. This advanced course explains how Google's Performance Max, Demand Gen and AI Max for Search, Meta Advantage+, TikTok Smart+ and LinkedIn Accelerate actually work, and which controls are hard constraints versus soft signals. You will design first-party signals and margin-aware conversion values, build a creative system where concepts act as targeting, produce AI creative at scale while meeting disclosure rules such as the EU AI Act, and run clean creative tests. Then you will allocate budget on marginal returns, understand what attribution can and cannot tell you, design geo and lift experiments, and use open-source mix models like Meridian and Robyn. You finish with guardrails, AI-assisted reporting and a capstone: a full-funnel campaign plan with a fully specified test design.

## What you will learn

- Explain how platform AI retrieves, ranks, bids and learns, and separate hard constraints from soft signals
- Design first-party signals and margin- or LTV-based conversion values that steer automated bidding
- Build a diverse creative portfolio and produce AI creative that meets platform and legal disclosure rules
- Design controlled creative tests and manage fatigue with a concept-level testing pipeline
- Allocate budget on marginal returns using response curves and spend experiments
- Design geo and lift incrementality tests and use MMM (Meridian, Robyn) for budget decisions
- Apply guardrails and AI-assisted reporting, and deliver a full-funnel plan with test design

## Before you start

- [Paid Social Advertising](https://optimizeall.com/learn/paid-social-advertising)
- [Web Analytics with Google Analytics 4](https://optimizeall.com/learn/web-analytics-with-ga4)

## Course content

### How ad platform AI works now

The machinery inside Google, Meta, TikTok and LinkedIn automated campaigns, and the controls you still own.

- [How ad platform AI actually works in 2026](https://optimizeall.com/learn/ai-performance-marketing/how-ad-platform-ai-works-now): 9 min
- [Google's AI campaign stack: Performance Max, Demand Gen and AI Max for Search](https://optimizeall.com/learn/ai-performance-marketing/google-ai-campaign-stack): 9 min
- [Meta Advantage+, TikTok Smart+ and LinkedIn's AI campaigns](https://optimizeall.com/learn/ai-performance-marketing/meta-tiktok-linkedin-automation): 9 min

### Signals, first-party data and value

What you feed the machine: conversion signals, customer data and value definitions that turn automation toward profit.

- [Signals and first-party data: feeding the machine](https://optimizeall.com/learn/ai-performance-marketing/signals-and-first-party-data): 8 min
- [Conversion value strategy: teach the AI what profit looks like](https://optimizeall.com/learn/ai-performance-marketing/conversion-value-strategy): 8 min

### Creative as targeting: production and testing

Build a diverse creative portfolio, produce it with AI responsibly, and test it so you learn principles, not just winners.

- [Creative is the new targeting](https://optimizeall.com/learn/ai-performance-marketing/creative-is-the-new-targeting): 8 min
- [AI creative production at scale — and the disclosure rules](https://optimizeall.com/learn/ai-performance-marketing/ai-creative-production-and-disclosure): 8 min
- [Creative testing at scale: design, read-outs and fatigue](https://optimizeall.com/learn/ai-performance-marketing/creative-testing-at-scale): 8 min

### Budget allocation and bidding economics

Allocate budget on marginal returns using response curves, spend experiments and simple optimization.

- [Budget allocation: marginal returns, not averages](https://optimizeall.com/learn/ai-performance-marketing/budget-allocation-marginal-returns): 8 min

### Attribution, incrementality and mix modeling

Give every number a job, prove what ads cause with experiments, and set budgets with marketing mix models.

- [Attribution reality: what each number can and cannot tell you](https://optimizeall.com/learn/ai-performance-marketing/attribution-reality): 8 min
- [Incrementality testing: geo experiments, conversion lift and holdouts](https://optimizeall.com/learn/ai-performance-marketing/incrementality-testing): 8 min
- [Marketing mix modeling with Meridian and Robyn](https://optimizeall.com/learn/ai-performance-marketing/marketing-mix-modelling): 8 min

### Guardrails and AI-powered reporting

Keep automation safe with hard constraints and regional compliance, and turn data into decisions with AI-assisted reporting.

- [Guardrails: brand safety, exclusions and policy compliance](https://optimizeall.com/learn/ai-performance-marketing/guardrails-brand-safety-exclusions): 8 min
- [AI-powered reporting and anomaly detection](https://optimizeall.com/learn/ai-performance-marketing/ai-powered-reporting): 8 min

### Capstone: full-funnel AI campaign plan

Build a decision-ready, full-funnel plan with measurement, creative, guardrails and a fully specified test design.

- [Capstone: a full-funnel AI-driven campaign plan with test design](https://optimizeall.com/learn/ai-performance-marketing/capstone-full-funnel-ai-campaign-plan): 8 min

## Certificate: Certified AI Performance Marketer

The holder can steer AI-driven ad platforms across Google, Meta, TikTok and LinkedIn with first-party signals, profit-aware conversion values and a diverse, compliant creative system. They allocate budget on marginal returns, design geo and lift incrementality tests, interpret marketing mix models, apply guardrails and AI-assisted reporting, and can deliver a full-funnel campaign plan with rigorous test design.

- **Final assessment:** 25 questions, 45 minutes
- **Passing score:** 80%