What Is Generative AI?
Generative AI is a type of artificial intelligence that can create new content — such as text, images, audio, video, or code — based on patterns learned from existing data.
Generative AI, Explained Simply
Traditional software follows predefined instructions. Generative AI can produce new outputs in response to prompts or other inputs.
For marketers, that can include drafting content, developing ideas, summarizing information, generating creative variations, analyzing material, supporting research, and accelerating repetitive tasks.
Generative AI does not eliminate the need for human judgment. The quality and usefulness of its output still depend on context, instructions, source information, review, and the decisions made by the people using it.
Why Generative AI Matters
Generative AI can enable marketing teams to:
- Accelerate content development
- Generate and explore ideas
- Create variations for testing
- Summarize large amounts of information
- Support research and analysis
- Automate portions of repetitive workflows
- Increase the speed at which teams can move from idea to execution
PAULA'S PERSPECTIVE
The opportunity with generative AI is not simply to produce more content faster.
The bigger question is where AI can improve the way marketers think, analyze, operate, and make decisions.
Speed without strategy can simply create more noise.
The strongest applications combine AI's ability to process and generate information with human experience, business context, judgment, and a clear understanding of the audience.
— Paula Chiocchi
Generative AI in Practice
- Step 1New Product Launch
- Step 2Summarize Research
- Step 3Draft Content Variations
- Step 4Explore Campaign Concepts
- Step 5Human Review & Decisions
Imagine a B2B marketing team preparing a campaign for a new product launch.
The team can use generative AI to summarize research, organize messaging ideas, draft initial content variations, and explore potential campaign concepts.
Marketers then review those outputs, apply brand and audience knowledge, verify the information, and decide what should actually be used.
AI accelerates parts of the process, while people remain responsible for strategy and final decisions.
KEY TAKEAWAY
Generative AI can create new content and accelerate marketing workflows, but its value depends on human judgment, context, and a clear understanding of the audience.
Related Glossary Terms
- Artificial Intelligence (AI) in Marketing
- Marketing Automation
- Predictive Analytics
- Marketing Technology (MarTech)
- Personalization
About Paula Chiocchi
Paula Chiocchi is the Founder and CEO of Outward Media, Inc. and host of B2B Influence: Spotlight on Industry Game-Changers, with decades of experience in data-driven marketing.