October 4, 2023
9 Use-Cases of ChatGPT for Product Managers to Streamline Their Processes
Discover nine powerful use-cases of ChatGPT for Product Managers to streamline processes and enhance productivity today with AI-driven solutions.

As a product manager, utilizing ChatGPT can be an invaluable tool to streamline your processes. With its advanced artificial intelligence technology, ChatGPT can assist in various use-cases such as market research, customer feedback analysis, and generating product ideas. It can also help in creating personalized customer experiences, improving team collaboration, and automating tasks. Additionally, ChatGPT can aid in cost reduction by identifying potential areas for optimization and predicting customer demand. By incorporating ChatGPT into your daily operations, you can enhance efficiency and productivity while staying ahead of the competition in the ever-evolving market.

In this blog post, we will explore some of these use cases in more detail and see how product managers can leverage ChatGPT to streamline various aspects of their role.

Use-Case #1: Quick Market Research

Explanation of how ChatGPT aids in quick market research

One of the first steps in developing any new product is conducting market research. Traditionally, this involved surveys, focus groups, interviews and combing through industry reports. With ChatGPT, product managers can get quick answers to many common market research questions.

For example, you can ask ChatGPT questions like:

  • What is the size of the market for [product category] in [geography]?
  • Who are the target customers for [product]?
  • What trends and drivers are shaping the [industry] market?
  • Who are the major competitors in the [product] space?
  • What features do customers value most in [product category]?

While ChatGPT may not have perfect information, it can provide a solid starting point to understand the market landscape before conducting more in-depth proprietary research.

Benefits of using ChatGPT for market research

Key benefits of using ChatGPT for market research include:

  • Get answers quickly - No need to spend days compiling research reports
  • Uncover new perspectives - ChatGPT can synthesize information from various sources
  • Cost effective - No expensive market research fees
  • 24/7 availability - Ask questions anytime
  • Custom queries - Tailor questions to your specific needs

Use-Case #2: User Research and Simulation of Conversations

Explanation of how ChatGPT helps in conducting user research

Understanding user needs and pain points is critical for building successful products. Traditionally, product managers conduct user interviews and usability testing to gather insights.

ChatGPT can complement these efforts by simulating potential conversations with target users. You can provide a user persona and have ChatGPT roleplay as that user, responding to questions or product concepts. This helps anticipate questions and objections users may have.

For example, prompts could include:

  • Act as a [persona] interested in [product]. What questions would you ask about it?
  • You are a [persona]. How would you respond if I showed you [product concept]? What feedback do you have?
  • Pretend you are [persona] using [product]. What pain points and frustrations might you experience?

The conversational nature of ChatGPT also helps uncover emotional reactions and language real users may have.

Discussion on simulating conversations with ChatGPT

Key benefits of using ChatGPT to simulate user conversations include:

  • Faster insights - No need to recruit and interview multiple users
  • Wider perspectives - Can test many different personas and scenarios
  • Removes bias - ChatGPT has no personal preferences or incentives
  • Saves money - Much lower cost than focus groups
  • Convenient - Conversations can occur 24/7, no scheduling needed

However, it is not a replacement for actual user research. Always combine ChatGPT simulations with real-world user testing.

Use-Case #3: Drafting Product Requirement Documents

Explanation of how ChatGPT helps in drafting product requirement documents

Product requirement documents (PRDs) are important for aligning stakeholders on what a product should do. However, writing PRDs can be time-consuming.

With ChatGPT, product managers can provide a high-level description of the product goal and target users. ChatGPT can then generate a detailed PRD covering:

  • User personas
  • User stories
  • Acceptance criteria
  • Workflow diagrams
  • Wireframes or mockups
  • Success metrics

Rather than writing from scratch, the PM can then refine ChatGPT's draft PRD to finalize the document much faster.

Benefits of using ChatGPT for creating documents

Key benefits of using ChatGPT for PRDs and other docs include:

  • Saves time - No need to stare at blank documents
  • Provides structure - Documents have clear sections and formatting
  • Good starting point - Easy to edit vs. write from scratch
  • Consistent style - Documents have a unified voice and tone
  • On-demand - Get drafts instantly whenever needed

However, PMs should still review for accuracy and customize examples for their specific product.

Use-Case #4: Conversion of Features into User Stories

Explanation of how ChatGPT assists in converting features into user stories

A common task for product managers is translating high-level features into concrete user stories that engineering teams can implement. This involves articulating who the user is, what they need to do, and why the feature is valuable.

With ChatGPT, product managers can provide a feature description and have it automatically converted into structured user stories. For example:

Feature: Ability to sort products by price (low to high / high to low)

ChatGPT Response:

As an online shopper, I want to sort products by price so that I can easily identify the least and most expensive items.


ChatGPT can generate user stories including the user role, what they want to achieve, and the benefit. This consistent structure ensures user stories are actionable for engineering teams.

Benefits of using ChatGPT for this conversion

Key benefits of using ChatGPT to create user stories include:

  • Speeds up ideation - Don't need to manually wordsmith every idea
  • Adds structure - User stories follow consistent templates
  • Clarifies value - Explains why users want the capability
  • Allows iteration - Tweak feature description to refine story
  • Scales ideas - Can convert large backlogs quickly

However, PMs should still validate that the user stories fully capture the intended functionality before handing off for development.

Use-Case #5: Insight Discovery with Relevant Frameworks

Explanation of how ChatGPT aids in finding insights with frameworks

Product managers rely on frameworks and models to guide analysis and decision making. Applying the right framework to a problem can yield valuable insights.

With ChatGPT, PMs can describe a product challenge and ask for relevant frameworks to apply. For example:

Prompt: Our ecommerce site has low repeat purchase rates. What framework could I use to understand why and identify solutions?

ChatGPT: Two frameworks that could provide useful insights here are:

1. Jobs to be Done - Look at the functional, emotional and social jobs customers are hiring your product to do. If it fails to satisfy these jobs, customers won't come back.

2. Customer Journey Mapping - Map out the end-to-end experience customers have with your ecommerce site. Identify pain points driving drop off.

Applying these frameworks can uncover unmet needs and opportunities to improve the customer experience.

Benefits of using ChatGPT for insight discovery

Key benefits of using ChatGPT for frameworks include:

  • Faster insights - Don't need to recall all frameworks yourself
  • Novel connections - ChatGPT can suggest frameworks you may not have considered
  • Custom recommendations - Frameworks tailored to your specific problem
  • Saves research - Don't have to manually lookup how frameworks apply
  • Educational - Learn new frameworks you can apply again

However, PMs should still validate if the suggested frameworks fully fit their product and company context.

Use-Case #6: Brainstorming

Explanation of how ChatGPT can generate ideas for new products or features

Ideating new products and features is an important part of a PM's role. However, individual brainstorming can often lead to creative ruts.

With ChatGPT, product managers can describe a problem or opportunity and leverage it to generate fresh ideas. For example:

Prompt: Please brainstorm 10 new feature ideas for a mobile banking app targeted at millennial users.


  • Peer-to-peer payments through social media
  • Gamified financial tracking and savings goals
  • AI-powered spending analyzer and budget optimizer
  • Location-based offers and discounts
  • Integrated payment for ridesharing, food delivery, etc.
  • Automated and customized alerts for spending triggers
  • Educational content for building credit, investing, etc.
  • Avatar or chatbot financial advisor
  • Visualizations and forecasts of net worth over time
  • Connection to ecommerce rewards programs

This can spur new directions compared to just solo ideation sessions.

Benefits of using ChatGPT

Key benefits of using ChatGPT for brainstorming include:

  • Fresh perspectives - Ideas you may not have considered
  • Speeds ideation - Generates many ideas quickly
  • Saves mental energy - Don't need to force solo brainstorming
  • Build on prompts - Can keep refining and iterating
  • Overcomes blocks - Helps get past creative ruts

However, PMs should still evaluate if ideas are feasible and valuable for prioritization.

Use-Case #7: Concept Testing

Explanation of how ChatGPT can be used for concept testing

Before investing significant resources into developing a new product or feature, it's important to validate the concept with target users.

ChatGPT enables a form of speedy concept testing by acting as a surrogate for real users. PMs can describe a product concept and ask for feedback from a particular persona. For example:

Prompt: Act as a busy young professional who enjoys cooking. I'm thinking of an app that delivers the exact ingredients needed for recipes each week. What questions or concerns might you have about this concept?

ChatGPT: As the target user, some questions or concerns I might have include:

  • How customizable would the recipes and ingredients be? Can I pick meals and exclude ingredients I don't like?
  • How reliable is the delivery timing? I don't want ingredients to spoil.
  • How affordable would it be compared to grocery shopping myself? I'm on a budget.
  • Can I pause or cancel deliveries if I'm traveling or too busy to cook one week?
  • Will the portion sizes meet my needs? I don't want too much food waste.

This feedback can inform how to improve the concept before launch.

Benefits of using ChatGPT for testing concepts

Key benefits of using ChatGPT for concept testing include:

  • Faster feedback - Don't need to recruit a panel or users
  • Multiple perspectives - Can test with many different personas
  • Unbiased - Won't respond favorably just to be nice
  • Iterative - Keep adjusting the concept based on responses
  • Low cost - Much cheaper than focus groups

However, PMs should still combine this with real user concept testing before launch.

Use-Case #8: Idea Validation

Explanation of how ChatGPT can be used for idea validation

Before investing in a potential product or feature, PMs need to validate there is a real market need. This involves testing demand and identifying value.

ChatGPT enables a form of rapid idea validation by serving as a hypothetical customer. PMs can pitch an idea and ask for candid feedback on whether the AI would use and pay for it. For example:

Prompt: I'm thinking of an app that delivers customized meals for your dog based on their breed, age, and dietary needs. As a dog owner, would you use and pay for this service? What specific value would you expect to get from it?

ChatGPT: As a dog owner, I would be interested in this customized meal service, but only if it provided significant value...

This simulates the response a real prospective customer might give, providing signals whether the idea resonates.

Benefits of using ChatGPT for validating ideas

Key benefits of using ChatGPT for idea validation include:

  • Rapid feedback - Don't need to build an MVP first
  • Multiple perspectives - Test with different personas
  • Unbiased - Won't respond positively just to be nice
  • Cost effective - Much cheaper than market research
  • Iterative - Keep adjusting the idea based on responses

However, PMs should combine this with real user interviews and surveys to truly validate demand.

Use-Case #9: Competitive Analysis and Predictive Analytics

Explanation of how ChatGPT can assist in competitive analysis

Monitoring competitors and the broader market landscape is critical for product managers. This involves extensive research and analysis.

ChatGPT can be a useful assistant for competitive analysis. PMs can describe their product and ask ChatGPT to profile key competitors, summarizing their positioning, features, strengths and weaknesses. ChatGPT can also compare products across different dimensions like pricing, target users, etc.

In addition, PMs can ask ChatGPT hypothetical questions to unearth fresh insights, such as: What emerging technologies could disrupt our industry? How might an innovative competitor threaten our market share?

Discussion on predictive analytics with ChatGPT

While ChatGPT lacks data on actual future events, its ability to generate logical hypotheses makes it useful for predictive analytics. PMs can ask questions like:

  • If our closest competitor launches a similar feature, how might that impact our growth and retention?
  • If we enter [new market], what challenges are we likely to face?
  • If the economy goes into recession next year, how will that influence customer needs in our market?

The responses can uncover scenarios worth planning for proactively.

Key benefits of using ChatGPT for competitive and predictive analysis include:

  • Fresh perspectives - Ideas you may not have considered
  • Time savings - Don't need to manually research and analyze competitors
  • Custom insights - Tailored to your specific market situation
  • On-demand - Get insights instantly, 24/7
  • Cost effective - Much cheaper than hiring analysts

However, PMs should validate any key takeaways through real-world data collection.


In summary, we looked at 9 key ways ChatGPT can streamline a product manager's workflow:

  1. Conducting quick market research
  2. Simulating customer conversations for user research
  3. Drafting product requirement documents and user stories
  4. Discovering insights using relevant frameworks
  5. Brainstorming new product ideas and features
  6. Testing concepts with target users
  7. Validating ideas before investing further
  8. Competitive analysis and predictive analytics

ChatGPT is an exciting tool for any product manager's toolkit. It makes it possible to get instant insights on demand, freeing up time for higher value strategic work.

However, it should be viewed as a supplement rather than replacement for traditional PM best practices. The best results come from combining ChatGPT with real-world user and market data to validate its outputs.

As ChatGPT evolves, product managers stand to gain an AI assistant that can enhance many parts of their workflow. It will be fascinating to see how product teams integrate these capabilities into their processes going forward.

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