How to Use ChatGPT to Automate Tasks

Key takeaways

ChatGPT can handle recurring, time-consuming work so you can focus on higher-value tasks.

• In a study, professionals using ChatGPT for writing tasks completed them 40 percent faster and produced higher-quality work [1].

• ChatGPT offers two approaches to automation: a built-in tasks scheduler for recurring prompts and reusable prompt templates you build and run manually.

• You can improve ChatGPT automation results by developing your prompt engineering skills.

Learn how to build automated workflows, use the ChatGPT task scheduler, and apply ready-to-use prompts for common work tasks. If you're ready to start building more effective prompts, enroll in the Vanderbilt University Prompt Engineering Specialization. You can explore prompt engineering techniques and strategies to get high-quality outputs from AI tools.

What does it mean to automate tasks with ChatGPT?

Automating tasks with ChatGPT means using it to handle routine work so you can focus on higher-value tasks. For example, you might use it to draft emails, summarize meeting notes, or create a daily briefing based on specific inputs. Unlike traditional automation tools that often require technical setup, ChatGPT works with plain-language prompts, making it easier to build repeatable workflows without coding. Research suggests that professionals using generative AI tools like ChatGPT can complete writing tasks 40 percent faster while improving output quality, and US workers are already using these tools to help save time [1, 2].

How to use ChatGPT to automate tasks: Two approaches

You can automate tasks with ChatGPT in two ways. One is a built-in scheduler that runs tasks automatically. The other is prompt-based workflows that you can build and reuse on your own terms. Both approaches can meaningfully reduce the time you spend on repetitive work.

What is the ChatGPT Tasks feature?

ChatGPT Tasks is a scheduling feature that lets you set recurring or one-time prompts to run automatically, such as a daily news briefing, a deadline reminder, or a weekly summary. Depending on your settings, ChatGPT can deliver them on a schedule, even when you are not actively using the app. Tasks are available on the web, iOS, Android, and macOS. ChatGPT can notify you when a task is complete via push notifications or email, if you select the option in your settings [3].

How do prompt-based ChatGPT workflows work?

The second approach works without any scheduling setup. You build reusable prompt templates that you run manually whenever a recurring task comes up, such as drafting a status update, summarizing meeting notes, or generating a first draft from a standard set of inputs. This approach gives you more flexibility over how and when you use it.

How do you set up a ChatGPT task?

Setting up a task can take just a few seconds. Start by selecting a suggested task or typing a request in plain language, such as "Give me a briefing on AI news each afternoon." ChatGPT will confirm the task and run it on schedule, and notify you by push notification or email when it is complete, depending on your settings. You can manage, edit, or pause your tasks through your settings.

How do you create an automated workflow with ChatGPT?

Repetitive tasks typically follow a pattern: the same inputs, the same process, the same output. That predictability makes them automatable and a good candidate when you want to use ChatGPT for task management. The steps below show how to identify a pattern, turn it into a prompt ChatGPT can execute reliably, and connect it to the tools you already use through integration platforms. For example, you might use this process to turn raw meeting notes into a weekly status update or generate a project brief from a standard set of inputs.

1. Identify a task that repeats regularly

Start with something you do on a consistent schedule, such as weekly reports, client follow-ups, meeting summaries, or research roundups. Tasks with predictable inputs and outputs that do not require significant judgment each time work well.

2. Break the task into clear, structured steps

Before writing a prompt, map out what the task actually involves. Identify what information goes in and what the finished output looks like. Breaking the task into discrete steps gives ChatGPT the structure it needs to produce consistent, accurate results and makes it easier to refine the workflow over time.

3. Ask ChatGPT to create a reusable template

Once you know the task's structure, prompt ChatGPT to generate a reusable template. Include the format, tone, and any standard variables it should account for. When you have a template that works, you can reuse it every time that task comes up.

4. Connect ChatGPT to your existing tools and inputs

For more advanced automation, you can connect ChatGPT to the tools you already use through integration platforms. This allows outputs to move where they need to go automatically.

5. Test, refine, improve

Run the workflow a few times and review the outputs critically. Adjust your prompt structure, add more context, or tighten the instructions where results fall short. The goal is a template that delivers reliable, usable output with minimal intervention.

Read more: How to Automate a Process for Maximum Efficiency

Quick-reference prompts for common automation tasks

The prompts below give you a starting point for automating recurring tasks across three common categories. Adjust the details to fit your specific needs, including tone, format, and level of detail. You can reuse these prompts as templates by saving them and updating the inputs each time the task comes up.

Administrative and scheduling

• Weekly status update: “Draft a weekly status update for my team based on the following project notes: [paste notes].”

• Meeting agenda: “Create a meeting agenda for a 30-minute check-in covering these topics: [list topics].”

• Follow-up email: “Write a follow-up email to [name] summarizing what we discussed and the next steps we agreed on.”

Writing and communication

• Tone revision: “Rewrite the following in a professional but conversational tone: [paste text].”

• Client response: “Draft a response to this client email that addresses their concern and proposes a solution: [paste email].”

• Executive summary: “Summarize the following document in three bullet points for an executive audience: [paste document].”

Research and information gathering

• Topic roundup: “Summarize the key developments in [topic] from the past week based on the following sources: [paste links or text].”

• Project plan: “Create a project plan outline for [goal] with milestones, tasks, estimated timeframes, and key deliverables.”

• Options comparison: “Compare the pros and cons of [option A] versus [option B] for [specific context].”

What tasks should you not automate with ChatGPT?

ChatGPT has some consistent limitations worth knowing before you automate. A systematic review of 33 empirical studies found that the following areas are where ChatGPT frequently falls short [4]:

• Complex reasoning and analysis

• Accuracy on specialized or technical topics

• Maintaining context and depth in longer or complex tasks

• Bias in outputs

Building a human review step into your work process helps offset these limitations.

What are the biggest challenges when automating tasks with ChatGPT?

Automation can save you time when it gives you accurate, usable results. Without the right structure, you may miss errors that can be harder to fix after the fact. Knowing where ChatGPT tends to struggle helps you anticipate these gaps before they affect your work. Keep in mind the following common challenges:

• Inconsistent outputs: ChatGPT may produce different results from the same prompt. Adding more structure helps. Specify format, length, tone, and include an example of the output you want.

• The 10-task limit: ChatGPT currently supports a maximum of 10 active tasks at a time [3]. Pausing or deleting a task before creating a new one keeps your scheduler running smoothly.

• Balance between automation and human review: AI tools work best alongside human review. Researchers studying ChatGPT in analytical workflows found that subject matter knowledge improves results, especially on complex tasks [5]. 

Free resources for automating your work with ChatGPT

Subscribe to our weekly LinkedIn newsletter, Career Chat, for industry updates, tips, and trends. Then, check out these free resources to keep building your ChatGPT skills:

• Watch on YouTube: Beyond Basic Prompts: Advanced ChatGPT Techniques with Dr. Jules White

• Hear from an expert: The Secret to Using GenAI Tools Effectively: Insight from Coursera's Former CEO

• Build AI skills: Practical AI Skills to Increase Productivity – Regardless of Your Job Title

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