Trends in Growth Automation and AI

Mastering the Art of AI Prompt Writing for Sales

Written by Oliver Machwirth | Sep 28, 2023 11:52:52 AM

Best Practices and Real-Life Examples

Amidst the excitement surrounding ChatGPT and AI, it's easy to view them as a magical solution that can fulfill all our requests. And to some extent, they can indeed work wonders.

However, it's important to remember that the effectiveness of generative AI depends on the instructions we provide. Similar to a magic wand, AI requires the right spell to truly unleash its power ✨

When people criticize AI tools as useless and overrated, it's often because they lack the knowledge and skills to use them effectively. Learning the art of effective AI prompting is crucial for modern sales professionals to stay productive and competitive in the market.

In this blog post, we will explore the art of crafting effective prompts and provide you with tried-and-tested AI prompts for various sales tasks. These prompts are designed to facilitate a fruitful conversation with AI and maximize its potential. So let's dive in and discover the best practices of prompt engineering, enabling you to harness the power of AI to its fullest extent.

What exactly is an AI prompt?

Understanding the fundamentals of prompt engineering.

The emergence of generative AI is not a recent phenomenon. The origins of rule-based systems that could mimic human thinking can be traced back to the 1960s. However, in those early days, interacting with AI models required a high level of technical expertise, such as submitting data through APIs.

Fortunately, with the advancement of consumer-grade AI tools, most algorithms now possess the ability to comprehend natural language. This means that you can now communicate with AI in the same way you would with a human colleague.

When you engage an AI agent, you typically start with a prompt, similar to how you would address Siri with a "Hey, Siri!" prompt. These prompts can be straightforward and written in a conversational style, especially for simple tasks like text translation or summarizing call notes.

However, things become more challenging when dealing with complex requests that require a series of consecutive actions. This could include tasks like analyzing your ideal customer profile and generating personalized snippets or value propositions.

This is where prompt engineering, or prompting, comes into play. Prompt engineering is the process of refining and optimizing your queries to achieve the best results from AI agents.

In essence, prompt engineering allows you to write clear, detailed, context-rich, and effective prompts. It's a valuable skill that can enhance your productivity and help you maximize the potential of AI tools.

Let's delve into how you can enhance your prompting skills.

Mastering the art of crafting effective AI prompts

An effective AI prompt comprises two essential elements: context, which provides background information to help the AI understand your objectives, and instructions, which offer guidelines for the task at hand.

To maximize the effectiveness of your prompt, it is crucial to provide ample context and clear instructions. This principle holds true regardless of the specific AI tool you are using, although there may be slight variations in the approaches to prompting based on the tool. For instance, when writing prompts for our AI-powered sales assistant, Jason AI, we adhere to separate best practices.

In any case, there are universal best practices you should always follow when crafting AI prompts that yield desired results.

7 key strategies for crafting a powerful AI prompt

  • When providing instructions to AI, it is important to be clear and specific about the task you want it to accomplish. For example, if you would like AI to rephrase a template, instead of simply asking for that, provide more information about what aspects you want to improve, such as the I/you ratio, readability, structure, or tone of voice. This level of detail will help AI better understand your requirements and provide more accurate results.
  • Crafting well-structured prompts is essential to prevent any misinterpretations. Although language models perceive written text differently from humans, using proper spacing and punctuation can significantly enhance the clarity of your prompt. It is highly recommended to separate the instructions and context, particularly when including quotes or examples.
  • To ensure that AI fully understands your intentions and objectives, it is crucial to provide comprehensive context based on relevant background information. For instance, a prompt that simply asks for a follow-up email after a call with a prospect may not be as effective as one that includes detailed call notes or a summary. Giving as much context as possible allows AI to better grasp your reasoning and purpose, resulting in more accurate and desired outcomes.

Expert tip: Take advantage of AI tools or add-ons that enable you to include attachments like PDFs or images. This feature can be incredibly useful when you need to provide additional context to your prompts.

  • In addition to providing contextual information, it is beneficial to include an illustrative example of the desired output format and style when crafting AI prompts. With the capabilities of AI tools like ChatGPT, there are numerous possibilities. By using a prompt, you can guide the AI to focus on precisely what is required, avoiding any unnecessary deviations. Including an example in the prompt gives the AI a clear pattern to follow when completing the task at hand.
  • To truly unlock the potential of AI, it's important to specify the role you want it to perform. By using phrases like "Imagine you are" or "Act as," you can set the stage for the task at hand and get a more precise output. It may sound unbelievable, but asking AI to perform the same task from different perspectives can yield vastly different results. For example, an email written from the point of view of an SDR will be distinct from one written by a CEO. You can even experiment with unlikely personas like Eminem or Hemingway to see the fascinating variations in the AI's responses.
  • Continuously refine the AI results through iterative questioning. This method involves modifying your initial request or specifying certain aspects if the desired outcome is not achieved on the first attempt. Sometimes, breaking down the prompt into a series of concise and specific prompts can lead to a more comprehensive and accurate result.
  • Leverage your past interactions with AI to enhance your prompting skills. AI tools like ChatGPT retain the history of your previous requests and outcomes, allowing you to build on those conversations for more accurate responses in future queries. This is particularly useful for context-rich prompts, such as creating templates or developing sequences tailored to your buyer personas. By utilizing the previous context, you can ensure that the AI understands your requirements and delivers more precise and desired outcomes. This approach works wonders in maximizing the potential of AI for various tasks.

Expert tip: Harness the power of AI to generate prompts on your behalf. It may sound unconventional, but allowing ChatGPT to suggest the most effective prompt for a specific task is a clever strategy that many overlook. This approach can serve as a valuable shortcut to maximize your AI endeavors, especially when you're just starting out.

In addition to these overarching guidelines, there are various prompting techniques worth exploring. However, for the purpose of this blog post, let's refrain from delving into the specifics. Instead, let's delve into a selection of tried-and-true AI prompts that sales professionals can immediately implement in their workflows.

20+ successful ChatGPT prompts to empower sales teams

It's nearly impossible to encompass the boundless possibilities of utilizing tools like ChatGPT for sales development. There are constantly emerging and innovative methods of leveraging AI for sales-oriented responsibilities, along with distinctive prompts that sales professionals devise based on their individual requirements and preferences.

However, the majority of prompts utilized by SDRs tend to take the following form:

  1. Compose an email/LinkedIn message to {persona} regarding {purpose}.
  2. Personalize the email provided based on {data points}.
  3. Generate {5/10/15} variations of subject lines for an email.
  4. Propose a P.S. text for the email below in {language}.
  5. Translate the email below to {language}.
  6. Enhance the email to align with the {style/format} of the {example}.
  7. Rewrite the email below in {style/tone/language}.
  8. Condense the email below to fewer than {number} words.
  9. Draft an email follow-up based on the call summary {notes}.

And this approach is perfectly acceptable! As long as you obtain the desired outcome and include any pertinent details, as mentioned earlier.

For instance, the pre-established prompt we would employ to create a targeted cold email might be: "Compose a cold email to a prospect in the {industry} industry with the job title {job_title}. Identify issues related to this industry and generate solutions based on the value proposition {value_proposition}. Keep the email within 100 words. I possess prospect data - utilize it for personalization: the company is {company}, the first name is {first_name}, the last name is {last_name}. Assume the role of a salesperson, with the name - {user_name}, and the company - {user_company}."

However, there may be instances where you need to think creatively and employ more sophisticated frameworks to achieve the desired outcome with AI. Here are some examples of such prompts from sales and AI experts.

Thibaut Souyris, one of Reply.io's esteemed sales AI experts, shared his collection of go-to prompts for prospecting in a recent LinkedIn post.

  • Identify prospect problems: Assume the persona of [prospect name], the [job title] at [company]. List your top 3 challenges for 2023. Provide concise and bullet-pointed answers only.
  • Identify problem symptoms: Now list 3 symptoms for each challenge mentioned above. Keep the answers brief and in bullet-point format.
  • Generate email subject lines: Here are 10 email subject lines that captured my attention: [examples] Assume the role of a top-performing SDR and create 10 new outbound prospecting email subject lines based on the examples provided. Be concise, creative, and focus on piquing the prospect's curiosity.
  • Generate cold outbound messages: Now, I would like to construct a 9-touchpoint outbound sequence to elicit a response from [prospect name] for my prospecting efforts. I use the following framework for each message: [framework] Based on the framework I shared, develop a cold outreach message for each symptom listed above.
  • Transform a marketing resource into a prospecting resource: Assume the role of an online marketer and convert the following content into a playbook: {summary}

Another outstanding expert, Heather Murray, shares her creative Chain of Thought prompting technique for ICP research

  1. Begin with a straightforward prompt: "Imagine yourself as a business consultant. You hold the position of Director at a lead generation agency and have a vision to introduce a cutting-edge lead generation product tailored for the aerospace industry. Let's initiate a discussion to generate some initial ideas that could be effective. Feel free to ask me any relevant questions to flesh out these ideas into a solid concept and the foundation of a launch plan."
  2. Take it a step further with the subsequent prompt in the same conversation: "Excellent, now let's delve into the individuals who would exhibit the highest interest in this innovative product. What job titles do you think they would hold, and what reasons might they have to be intrigued by the product?"
  3. Go deeper into the subject: "Tell me more about the challenges faced by individuals with these job titles in the aerospace industry. Compile a list of commonly encountered pain points and align my solution with their specific needs."

If necessary, continue building upon each preceding response within the same conversation until you have gathered all the essential information you require. This approach is ideal for refining your value proposition, targeting the right audience, brainstorming new strategies, or fine-tuning your existing tactics.

Finally, Jake Dunlap, the esteemed CEO of Skaled Consulting, generously provided a range of captivating and thought-provoking prompt scenarios in his enlightening insights webinar on LinkedIn

He emphasizes that while ChatGPT is commonly utilized for research and message composition, its potential extends beyond these applications for sales teams. He proposes integrating ChatGPT into your SDR onboarding and training strategy, presenting a range of possible scenarios to explore.

  • Overcoming objections: "Step into the shoes of {buyer persona} and present me with 5 objections that I can tackle head-on." Once you've addressed those objections, you can also seek feedback from AI on your responses and challenge yourself with additional objections to handle.
  • Role-playing: "Imagine stepping into the shoes of a {role} in the {industry} and let's engage in a simulated sales meeting. Picture a typical sales meeting scenario where we discuss {summary}. Now, let's dive into what our exceptional product offers, highlighting its unique value proposition. Let's get started and make this role-play experience truly immersive!"
  • Strategic preparation: "As I prepare for an upcoming call with {persona} to discuss {topic}, I want to anticipate any potential objections they might have. Guide me in strategizing how to navigate the conversation and effectively present my {proposal}."

Now it's your turn to take action.

Discovering the art of AI prompting is not as challenging as it may seem. Once you grasp the fundamentals and explore different AI tools, you'll uncover the secret formula to achieving your desired results.

However, if you're not interested in experimenting or lack the time to master effective AI prompting techniques, there's a solution for you. Choose AI tools that provide a seamless user experience and simplify the process.

For instance, Jason AI, Reply.io's innovative built-in sales email assistant, offers a refined and intuitive approach to optimizing prompts. With this tool, you can effortlessly generate prompts that align perfectly with your needs, ensuring you always get the desired output.

Even though the feature is currently in Beta, why wait? Sign up with Reply and dive into the exciting realm of AI-powered capabilities. By doing so, you'll have the chance to explore the amazing tools available and be among the first to know when it becomes publicly accessible.