VMVMA

AI marketing education, free to read

Marketing changed. Learn what matters now.

Practical field guides for founders, operators, and marketers learning how AI changes research, content, search, distribution, automation, and growth.

Learn one thing. Build one thing. Measure what happened. Keep what works.
A working marketing map
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Growth

Connect creative, distribution, conversion, retention, and economics.

The working model

Five jobs. One connected practice.

The tools move quickly. These five jobs are more durable. Learn what each one is responsible for, then connect them around a real product or campaign.
Explore the Marketing Hub
01

Understand

Research · Positioning · Customer language

Know who cares and why before you automate anything.

02

Create

Content · Creative · Offers

Turn insight into messages, assets, and experiments.

03

Distribute

Search + GEO · Social · Paid

Show up where people already look for answers and recommendations.

04

Operate

Automation · Agents · CRM

Use software to remove repetition without removing judgment.

05

Learn

Analytics · Experiments · Retention

Measure what changed and feed the learning back into the next cycle.

Choose by job

Start with what you are trying to get done.

You do not need to learn every tool. Pick the job in front of you, learn the minimum useful concepts, then ship something that can be measured.
Learn

I need the new fundamentals.

Start with the concepts that changed most: AI-assisted workflows, GEO, modern content systems, and what one person can now operate.

  1. 01Understand the shift
  2. 02Learn the core stack
  3. 03Build one useful asset
Start from zero
What changed

The old playbook still matters. The operating environment does not look the same.

Good marketing still starts with understanding people. What changed is how quickly one person can move from insight to execution, and how many systems now shape whether a message gets discovered.
01

Search meant ranking pages.

Discovery now includes search engines, AI answers, communities, and recommendation systems.

02

More output usually meant more people.

Small teams can now research, create, personalize, automate, and analyze at a much higher level of leverage.

03

Marketing tools lived in separate lanes.

Content, data, automation, agents, CRM, and analytics increasingly operate as one connected system.

Community

Build alongside
other marketers.

Ask questions, share what you're building, and get unstuck faster. The community moves at the pace of people who are actually shipping.

Ask anything

No question too basic

Share your builds

Real feedback from peers

Early access

New guides first

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