AI marketing examples: 12 real-world ways businesses use AI

By Sophia Samuels. Published 2026-11-07.

We use AI tools to help research and draft articles. A person edits each piece before it is published.

Twelve practical examples of AI in marketing, across content, SEO, ads, email, customer service and analytics, and how to apply each one.

Seeing how others use AI makes it easier to pick a starting point. These twelve examples are common, low-risk and useful for businesses of most sizes.

Content and creative

1. Drafting article outlines and first drafts that an editor refines.
2. Turning a webinar or call into a blog post, emails and social posts.
3. Creating many ad creative variants for testing.

Search and visibility

1. Clustering keywords into topics and spotting content gaps.
2. Writing and testing page titles and descriptions.
3. Checking how AI assistants describe your brand.

Advertising and sales

1. Automated bidding toward leads or sales.
2. Lead scoring so sales calls the best leads first.
3. Personalised follow-up emails based on behaviour.

Customer experience and insight

1. Website chat that answers common questions and books calls.
2. Summarising reviews and survey responses.
3. Reporting that explains performance in plain language.

How to choose your first one

Pick the task that costs you the most time and carries the lowest risk if the output is imperfect. Lead follow-up and first-draft content are typical starting points. Always keep a person reviewing anything customers will see.

Further reading

• Google Search Central: using generative AI content on your site
• NIST: AI Risk Management Framework

Quick answers

What is a good first AI marketing project?

Choose a repetitive, low-risk task such as first-draft content or automatic lead follow-up, measure it, then expand.