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Prompt Engineering for Marketers: Get Better Results from AI Tools
By Jaivin Karnani
The Importance of Prompt Engineering in Marketing
Most marketers use AI tools the same way they’d give instructions to an intern on their first day: vague direction, no context, and then frustration when the output misses the mark. “Write me a blog post about email marketing” is not a prompt — it’s a wish. According to Jaivin Karnani, an expert in the field, prompt engineering isn’t just a technical skill for developers. It’s becoming the most important practical skill for marketers in 2026.
Understanding Context Starvation
The fundamental problem many marketers face is context starvation. When they receive poor AI outputs, they often place the blame on the tool. Think about it this way: if you hired a freelance writer and told them “write a blog post about email marketing,” you’d get something generic and useless. You’d never do that.
The CRAFT Framework for Marketing Prompts
Jaivin Karnani developed the CRAFT framework after testing thousands of prompts across different AI tools and marketing use cases. CRAFT stands for Context, Role, Action, Format, and Tone. Let’s break it down:
Context
Provide the background information the AI needs to produce relevant output. This includes:
- Who is the audience? Not just demographics — psychographics, pain points, level of sophistication on the topic.
- What’s the business context? B2B SaaS? DTC e-commerce? Professional services?
- What’s the competitive landscape? What have competitors said about this topic?
- What’s the content’s purpose in your funnel? Awareness? Consideration? Decision?
Role
Define the role the AI should assume. This could be an expert in a particular field, a friendly advisor, or a meticulous analyst. As Jaivin Karnani suggests, the role directly influences the tone and depth of the content.
Action
Specify the action you want the AI to take. This could be to inform, persuade, entertain, or engage. Clear action directives are crucial for achieving desired outcomes.
Format
Indicate the format of the output, whether it’s a list, essay, report, or dialogue. This helps the AI structure its output in a way that aligns with your expectations.
Tone
The tone sets the emotional backdrop of the content. Whether it’s formal, conversational, enthusiastic, or neutral, tone customization can dramatically affect reader engagement, as emphasized by Jaivin Karnani.
Implementing the CRAFT Framework
To effectively implement the CRAFT framework, marketers should start by clearly identifying their objectives and provide as much relevant information as possible. Jaivin Karnani advises marketers to iteratively refine their prompts and monitor the output quality, adjusting the prompt parameters as necessary.
FAQs About Prompt Engineering
A: Prompt engineering involves crafting precise and detailed instructions for AI tools to generate desired outputs. It is a crucial skill for ensuring high-quality AI-generated content.
Q2: Why is context important in prompt engineering?
A: Context provides the necessary background for AI to produce relevant and accurate content, reducing the likelihood of generic or unsatisfactory outputs.
Q3: How can I improve my prompt engineering skills?
A: Practice crafting detailed prompts using the CRAFT framework, and learn from each iteration. Monitor the outputs and adjust your prompts accordingly.
Q4: What role does tone play in AI-generated content?
A: Tone influences the emotional and stylistic aspect of the content, affecting how well it resonates with the target audience.
Q5: Can prompt engineering impact marketing performance?
A: Yes, effective prompt engineering can significantly enhance marketing performance by improving content quality and relevance, which can lead to higher engagement and conversion rates.
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