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AI in Marketing

AI is reshaping every marketing discipline. Learn to use LLMs, image generators, and AI agents to 10x your output, while keeping the strategy and creativity human.

36 lessons·4 Beginner·19 Intermediate·13 Advanced·~5 hr read
Beginner
4 lessons

Start here. No prior knowledge needed.

Intermediate
19 lessons

Build on the fundamentals.

1

AI Image Generation for Social Content

Text in an AI image is generated, not typeset, so the prompt engineering that prevents typos matters more than the prompt that picks a style.

8 min
2

AI for SEO

Keyword clustering, content briefs, internal link mapping with AI.

9 min
3

AI for Paid Ads

Copy generation, audience research, creative variation with AI.

9 min
4

AI for Email Marketing

Subject lines, personalization, send-time optimization.

9 min
5

AI for Social Media

Caption writing, scheduling, hashtag research, trend detection.

9 min
6

AI for Analytics & Insights

Ask your data questions in plain English. No SQL required.

10 min
7

AI Image & Video Creation

Midjourney, DALL-E, Sora, Runway: visuals without a studio.

11 min
8

Prompt Engineering for Marketers

The prompting patterns that make AI output actually usable.

7 min
9

AI Voice & Audio Content

ElevenLabs, Descript, AI dubbing: voice content without a microphone.

10 min
10

Agentic AI: Autonomous Marketing Workflows

AI agents that run campaigns end-to-end: from social scheduling to SEO pipelines to ad creative loops.

6 min
11

No-Code Marketing Automation: n8n, Zapier & Make

How to wire an LLM node into a no-code workflow so automation can classify, summarize, and draft, not just move data.

6 min
12

AI + CRM Automation

How AI layers onto HubSpot, Salesforce, and Pipedrive to score leads, draft follow-ups, flag churn, and route replies automatically.

6 min
13

Automating Marketing Reports with AI

Stop copying numbers into slides. Build a pipeline that pulls, summarizes, and delivers your report while you sleep.

8 min
14

Automating Your Content Pipeline with AI

Chain transcription, an LLM, and a scheduling tool so one podcast or blog post automatically becomes a dozen distributed formats.

10 min
15

AI Chatbots for Marketing: Strategy Beyond the Tool

How to decide when a chatbot helps or hurts conversion, design a qualification flow that does not feel like a form in disguise, and measure real ROI instead of vanity chat volume.

8 min
16

AI Marketing Governance & Compliance

Data privacy, AI-content disclosure rules, and vendor risk: the operational side of using AI tools on a marketing team.

6 min
17

Building an AI-Augmented Marketing Team

How team structure, roles, and hiring are changing as AI absorbs execution work, and what still requires a human.

6 min
18

Measuring AI Marketing ROI

Why proving AI tool investment pays off is genuinely hard, the flawed time-saved shortcut, and a better output-based framework.

5 min
19

Prompt Injection & AI Security Risks for Marketers

Why the chatbot or AI agent your team just launched can be talked into selling a car for $1, cursing out a customer, or leaking internal instructions.

6 min
Advanced
13 lessons

Tactics for experienced marketers.

1

AI Personalization at Scale

Dynamic content, product recommendations, 1:1 messaging.

10 min
2

AI Agents for Marketing

Autonomous agents that research, draft, schedule, and report.

9 min
3

AI Ethics & Brand Safety

Hallucinations, copyright, disclosure: the guardrails you need.

10 min
4

Ranking Inside AI Answers

How ChatGPT, Claude, Perplexity, and Gemini pick which brands to recommend.

9 min
5

Multimodal AI for Marketers

Text + image + video + audio: the next generation of AI marketing workflows.

12 min
6

RAG for Marketers

Retrieval-Augmented Generation: feeding AI your brand voice, data, and product docs.

10 min
7

MCP & Connected AI Workflows

Model Context Protocol: connecting Claude/ChatGPT directly to your marketing stack.

10 min
8

Custom GPTs & Internal Marketing Knowledge Bases

Building secure RAG systems trained on brand books, customer preferences, and historic ad copy to automate creative drafting.

6 min
9

AI-Powered Competitive Intelligence at Scale

Stop manually tracking competitors: use LLMs, automation pipelines, and AI monitoring tools to build a real-time intelligence system that turns competitor data into sales weapons.

8 min
10

Fine-Tuning LLMs for Brand Voice: Making AI Write Like You

Learn how to customize LLMs so they consistently write in your brand voice at scale.

6 min
11

AI-Powered Attribution: Moving Beyond Last-Click to Algorithmic Models

Learn how machine learning transforms multi-touch attribution to reveal true channel contribution.

8 min
12

Synthetic Audience Testing: Using AI Personas to Pre-Test Marketing

How to use AI-simulated buyer personas to validate messaging, copy, and product concepts before spending on real market research.

12 min
13

AI-Powered Dynamic Pricing & Personalized Offers

How AI sets different prices, discounts, and bundles for different people based on predicted willingness-to-pay, and where the FTC and consumers are drawing the line.

6 min