Lesson Summary

AI for Text Generation is the application of AI that involves generating text output based on text input. This tool is commonly used for content creation, such as writing blog posts, social media posts, outreach emails, customer service responses, SEO content, ad copy, and product descriptions.

Some key points about AI for Text Generation:

• ChatGPT is a recommended tool, with GPT standing for Generative Pre-trained Transformer.
• Other market leaders in AI for Text Generation include tools like Gemini, Llama, and Claude.
• ChatGPT offers a free version and a paid version for $20 per month, making it a cost-effective option in your MarTech stack.

When interacting with AI models for text generation, precision of output depends on the precision of input:

• Prompt Intelligence refers to the ability to dynamically extract ideal output by strategically prompting the models, regardless of whether or not you already have a prompt built to address the situation.
• A framework to remember for effectively prompting for text generation includes Command, Assess, Iterate, and Optimize (CAIO).

The most common prompt pattern for you to use for effective text generation include:

• Persona or Role-Based Method: Crafting prompts to define a specific character or role for the AI to assume, providing context, and explicit instructions.
  
  
• Here's an Example Prompt:
  
  Role - You are a world-class copywriter specializing in men's weight loss;
  Context - I am looking for your help with creating an opt-in page;
  Instructions - Create landing page sales copy targeting active professionals looking to lose 10-20 pounds.
  
  

Additional resources such as the Prompt Vault software provide an extensive library of calibrated prompts for various business scenarios, helping users streamline their text generation process effectively. We have included a special prompt pack especially for Growth Hackers members.