ChatGPT vs. AI Writers & Email Assistants

ChatGPT vs. AI Writers & Email Assistants

Introduction

If you use an AI Writer like Jasper, Copy, INK, or Writer.

Or you use an email AI product like Lavender, Regie, or Writi.

Or you use CRM, Marketing, Support, or CS tools with "AI writing assistants" in them...

You're using GPT.

Almost all software that has "AI inside" ... doesn't.

Outsourcing Generative AI

Instead, they're connecting to a Large Language Model behind the scenes, and it's almost guaranteed at this point to be OpenAI's GPT.

There's absolutely nothing wrong with that, you just need to know this.

That software is literally just sending prompts to OpenAI and getting results back.



AI "Software" is really just Prompts

Sure, those software are also doing lots of non-AI stuff - looking at message structure, providing insight on your audience, pulling in SEO recommendations, etc.

But when it's time to take your input and generate content - which in most cases is the primary value proposition of the product - that's handed-off to GPT in the form of a prompt.

So the results you get from those software are only as good as the prompts they use.

Opaque Prompts and Intellectual Property

And you won't ever see the prompts because that's their "secret sauce."

But, once ChatGPT was released and GPT was now available to anyone directly (you didn't have to be a programmer to use it anymore), we saw first-hand how BAD the prompts were in those software.

Or, rather, we saw just how POWERFUL the GPT model is if you can go directly to it with highly-specific prompts and as a result now understood the limitations of those "AI" software products.

ChatGPT and Prompt Engineering gives you Control

The output you get with properly engineered prompts vs. those generic, simplistic prompts in those existing systems are night and day.

Which is why we created this Prompt Engineering for Customer Success course, so you can take full control of your use of AI output.

If you've ever said you don't need ChatGPT because you already use an "AI product" ... just  know you're using the same underlying model, but in a very, very limited way.

ChatGPT is Useful For Much More than Content Creation

Currently, none of these "AI assistants" or the like that go beyond content creation. But remember, in Customer Success, that's just one use case.

While this Prompt Engineering for Customer Success course covers standard generative AI use cases like email writing and content creation, it's the stuff like preparing for meetings, brainstorming, doing analysis, performing one-off tasks like data transformation and the like, that I'm most excited about.

ChatGPT API is Not Currently Widely Available

One more thing. At this point only Bing has access to ChatGPT. Everything else is GPT via API. Some companies have attempted to build their own "chatstream" around GPT to ride the chatbot wave, but it's not real.

There are software products that access ChatGPT via a web scraper... but that's not likely something you'll run into unless you're digging around in the weird parts of the SEO world.


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Prompt Engineering for Customer Success: Unlock the Power of ChatGPT

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Winter 2024 Update

  • Winter 2024 Update: Course, ChatGPT, Alternatives, and more!

ChatGPT for Customer Success Webinar Spring 2023

  • ChatGPT for Customer Success Webinar Slides
  • ChatGPT for Customer Success Webinar Recording

Welcome and Introduction

  • Welcome and Overview
  • (Presentation) The Rise of AI in Customer Success
  • Teaching Through Examples
  • Which AI tool to choose?
  • Bing or ChatGPT: Which AI Tool is Best for Customer Success
  • ChatGPT vs. AI Writers & Email Assistants
  • Definitions
  • 10,001+ Free ChatGPT Prompts
  • Feedback on the Prompts and this Course
  • What Prompt didn't work in GPT3 that works in GPT4
  • Check your Output Before Publishing, Posting, or Sharing!
  • Bard vs. ChatGPT First Impressions (Email Example)
  • Legitimate ChatGPT Alternatives
  • Course FAQS

ChatGPT-Specific Concepts and Issues

  • Get Started with ChatGPT
  • ChatGPT Does NOT Use Best Practices (by Default)
  • GPT-4 for Customer Success
  • What ChatGPT is. What it Isn't. And why that Matters.
  • How to Deal with ChatGPT GPT-4 Message Cap

Training ChatGPT for Better Results

  • Why we need to Train ChatGPT
  • ChatGPT for Customer Success: The Magic is in the Training
  • No, ChatGPT Can't Read Web Pages (We were Tricked)
  • How ChatGPT Processes External Content: An Exploration
  • The Surprising Ways ChatGPT Processes External Training Content
  • How to Train ChatGPT (Simple)
  • How to Train ChatGPT (Advanced)
  • Uncommon Sources of Training Content
  • 50 Ideas for Training Content
  • Training with Web Search Results
  • The Power of ChatGPT Chat History
  • Deprecated: Reading Web Pages vs. Directly Providing Context (Experiment)
  • Deprecated: How to Ingest Google Docs directly into ChatGPT
  • Python Code to Chunk Large Text Files for Training (Plus... ChatGPT Build this)
  • Deprecated: ChunkTrainer: Chrome Extension for Training ChatGPT
  • Creating the ChunkTrainer Browser Extension with ChatGPT

Prompt Engineering Basics

  • What is Prompt Engineering?
  • Prompts are Not Keyword Searches
  • Prompt Structure Doesn't Matter (to the AI)!
  • 5 Key Prompt Engineering Considerations
  • Prompt Engineering Mistakes to Avoid
  • Refinement Prompts

Prompts for Writing Engaging Emails

  • How to Email Humans
  • Setting the Tone of an Email
  • Choosing the Formality of the Email
  • Eliminate Common Email Cliches
  • Write an Engaging Email (Core Prompt)
  • Write an Email based on a List of Ideas
  • Write an Email from Free Form idea
  • Write an Email from Structured Input
  • BONUS: Stop Teaching their INBOX to Ignore You

Email Subject Line Ideation

  • Subject Line Ideation Flow
  • {GPT-4} Create Engaging Subject Line + Inbox Preview Combo
  • Simple Subject Line Ideation
  • Create Subject Line from Completed Email
  • Create Subject Line to Reengage Customers
  • Subject Line Structure. Psychology, & Prioritization
  • Predict Subject Line Engagement & Prioritize Testing

Prompts for Meeting Preparation

  • The Importance of Meeting Preparation
  • Prep for Call with New Customer in New Industry
  • Prep for Call with Multiple Stakeholders
  • Create an RACI Matrix for my Customer
  • Understanding Customer Cultures across Regions
  • Brainstorm Common Goals of Customer

Prompts for Brainstorming

  • The Importance of Brainstorming in Customer Success
  • Overcome Common Objections
  • Uncommon Brainstorming Ideas
  • Uncover the Real Objections
  • Uncover Threats and Opportunities
  • Uncover the Why Behind Stated Goals

Prompts for Prioritization and Analysis

  • Tell Me What to Focus on from an Email
  • Summarize Email or Article
  • Data Cleansing (Transcript Timestamp Example)
  • Deduplicate and Sort Lists
  • Formula for Calculating NRR (Excel or Sheets)
  • Generate Sample Data

Prompts for Content Ideation and Creation

  • Overview of Content Creation in Customer Success
  • Advanced Content Creation Prompts
  • Factuality, Accuracy, and Voice
  • Public-Facing Content Considerations
  • Using AI Content Detectors
  • Content Ideation Resources
  • Write an Epic Blog Post
  • Reverse Engineer a Popular Blog Post
  • Generate a Case Study
  • Generate a Webinar Outline
  • Generate a Training Video Script
  • Generate a Knowledge Base Article
  • Generate a Blog Post Outline
  • Generate an Infographic Outline
  • Generate a White Paper Outline
  • Generate a Twitter Thread
  • Generate an Agenda for a Live Event
  • Using ChatGPT to Create Customer Success Playbooks
  • Using ChatGPT for Commenting on LinkedIn
  • Using ChatGPT to Create a Browser Extension