Start a Project

Refine Product Support with AI

artificial intelligence knowledge article problem solve confidently Feb 09, 2025
woman sitting at a desk, using a drawing pad with a desktop computer to design graphics

It’s early 2025, and it has become abundantly clear that Artificial Intelligence (AI) is no passing trend… it’s the future. We’ve already seen AI tools woven into every aspect of business and customer engagement, from automating mundane tasks (Notion) to assisting with complex data analysis (Microsoft Copilot). However, the integration of AI into everyday operations is more than a technological upgrade.

As the development of advanced technology becomes more competitive and customer expectations continue to rise, harnessing AI means staying relevant and gaining a decisive edge through automation, analyzing big data (vast amounts), and delivering experiences that feel personal and human. For anyone looking to future-proof their skills and protect their income, leveraging AI is a strategic imperative.

 

AI is Essential for Today’s Product Support 

Imagine a world where your chores and responsibilities are streamlined, and customer interaction points have been refined to perfection in your business. You have enough unscheduled time to enjoy quiet, reflective days, and when something goes awry, you have the capacity to resolve unexpected emergencies. It can happen. Let’s explore how Artificial Intelligence has moved beyond buzzwords and trends to become an essential engine for professional success, transforming everything from project management to product development.

 

Unlocking the Benefits of AI

The rapid expansion of advanced technology, however exciting on the surface, suggests that organizations of all sizes must embrace AI or risk going under. In product support and digital marketing, for example, AI-driven assistance ensures that professionals can serve customers and partners more quickly and accurately than in previous years. Here are a few benefits of embracing and implementing AI in your workflow.

  • Scalability: In a world where customers demand immediate responses, AI is your secret weapon. It can instantly generate solutions and support answers, ensuring no request goes unanswered — even during peak times. This means you can maintain a high-quality service without an increase in staffing.
  • Efficiency: By completing repetitive and time-consuming tasks, AI allows you and your team to focus on strategic initiative and high-impact, creative endeavors that boost productivity.
  • Personalization: Customers crave experiences that feel made for them. AI-powered systems can sift through customer data to offer personalized responses and recommendations. An example of this is Meta’s decision to introduce AI Chats that mimic users so creators can turn automated responses into engaging, individualized conversations.
  • Data-Driven Insights: Decisions based on guesswork are a thing of the past. The ability of artificial intelligence to process and analyze inconceivably large amounts of data means you can make informed decisions backed by historical data and concrete evidence, leading to more effective strategies and outcomes.

And yet, success in leveraging AI does not happen by accident. Generative AI requires strategic prompts: clear, concise instructions that guide generative AI tools to produce the best possible results. Without thoughtful and specific requests, generated responses stand to become increasingly inaccurate. To curb this, my agency’s Journal to Growth design process teaches you how to convert brain dumps, first drafts, doodles, scribbles, and sketches into impactful and resonant pieces of content.

Below, we’ll explore how to craft prompts for two common challenges. Try using these prompts to operationalize AI technology and drive meaningful outcomes.

 

 

Prompt 1: Generate Drafts and Iterate


Challenge:

Creating technical content for a business that demonstrates how to complete tasks can be time-consuming, exhausting, and without careful review, inaccurate. Draft the first draft of a knowledge article.

 

Prompt to Gen AI:

"Write a first-draft knowledge base article for our product’s support center. The goal is to help users troubleshoot [specific product issue, e.g., ‘Wi-Fi connectivity issues with our smart thermostat’]. Structure the article with the following sections:

  1. Problem Description: Briefly explain the issue in a user-friendly manner.
  2. Step-by-Step Troubleshooting Guide: Provide a list of clear, numbered steps that users should follow to resolve the issue. Keep explanations concise but informative.
  3. Expected Outcomes: Describe what should happen when each troubleshooting step is completed successfully.
  4. Escalation Steps: If the issue persists, explain what users should do next (e.g., contacting support, checking warranty coverage).
  5. Clarity & Tone: Ensure the writing is concise, beginner-friendly, and free of technical jargon unless absolutely necessary.

Use a friendly, professional tone that balances empathy with technical accuracy."

 

Why This Prompt Works:

Specific Context: Specifies the exact type of content required (a knowledge base article for a support center).
Clear Outcome: Defines an expected structure to guide the AI’s response.
Tone & Style: Ensures readability by explicitly asking for a beginner-friendly approach.
Actionable Detail: Guides the AI in breaking down the response logically.

 

Prompt 2: Make Decisions Using Existing Data


Challenge:

Reviewing data you've gathered for insights and calculating key performance indicators takes a keen eye. Calculation errors and missed opportunities can occur with human manipulation. Ask a generative AI tool to perform an action on uploaded data.

 

Prompt to Gen AI:

"I have uploaded a dataset containing internal reports, customer feedback surveys, and sales data to [NotebookLM or custom GPT]. Analyze this data and provide the following:

  1. Top Three Trends: Identify the three most significant trends impacting customer satisfaction scores. Summarize each trend in 2-3 sentences.
  2. Actionable Recommendations: For each trend, generate two data-backed recommendations that we can implement immediately. The recommendations should be:*
    • Specific and practical (e.g., 'Reduce response time by implementing a chatbot' rather than 'Improve customer service').
    • Measurable, meaning we should be able to track progress over time.
    • Aligned with our business’s customer experience goals.
  3. Supporting Data Points: Where possible, cite key statistics from the dataset to validate your findings.

Ensure that the analysis is concise, data-driven, and focused on practical solutions rather than general observations.

 

Why This Prompt Works:

Contextual Clarity: Defines the exact data sources to be analyzed (reports, surveys, sales data).
Laser-Focused Query: Directs AI to summarize trends and offer actionable insights, preventing vague responses.
Measurable Outcomes: Encourages AI to suggest concrete actions with clear impact tracking.
Scalable Approach: The structured format (trends + recommendations + supporting data) makes this repeatable for different datasets.

 

The Secret Weakness of Generative AI

Among its many strengths, generative AI struggles to sift through large volumes of unrelated information. Think about the quality (or lack thereof) of answers from Google's Bard compared to OpenAI's ChatGPT, for example. One frequently conflates subjects, while the other is relatively well received. AI’s magic lies in its ability to transform unrefined ideas, scribbled notes, and massive datasets into practical, actionable knowledge. Still, it is only as effective as the prompt you give it. The right prompt is thoughtful enough to ensure that the AI tool you're using generates precise, structured, and actionable responses.

 By designing prompts like the examples above, you can:

  • Accelerate content creation while maintaining quality.
  • Extract meaningful insights from vast amounts of data.
  • Automate decision-making while ensuring strategic alignment.

 

Want to refine your AI-driven support strategy?
Start with smarter prompts.
🚀

 

We invite you to enroll in our free course, Build Your Custom GPT, where you’ll train a GPT to become your assistant. Discover how to capitalize on modern AI to overcome business challenges and stay ahead in a world rapidly embracing the power of AI. Now is the time to harness the power of these tools and revolutionize your product support for the better. Don’t get left behind.

Journal to Growth: About Style

Premium subscribers gain exclusive access to bonus content that uncovers hidden patterns and provides actionable inspiration from the stories defining our world.

Become a Premium Subscriber