Blog Article

Create Jira Demo Data with OpenAI and ChatGPT

Creating Demo Data

Jens Schumacher

Jul 17, 2023


minutes read


Whether you need to take screenshots for your marketing material, give a demo to a customer or simply need data for internal testing. It's been challenging to create demo data that doesn't suck… until now.

We used this process to create demo and performance testing data for Released, and found it extremely useful. 

Here is what we will cover: 

  • Understanding the Jira CSV format 

  • Create a CSV file containing the Jira data

  • Importing the CSV file

Let's get to it!

Pre-requisites: If you don't already have an account, head over to https://chat.openai.comand create one, it's free. Alternatively you can us, but the responses might vary slightly.

Ask about the CSV format

Prompt: "What is the correct csv format for a Jira import of issues". Chat GPT will respond with an example file and an explanation of the different columns. 

Generate the demo data

Prompt: "Create example data for a Jira csv import. Pretend we are building a task management application and create tasks and stories for the app. Make the reporter always Create 10 issues in total" 

In this case I asked it to generate 10 issues, but you can generate hundreds. The only thing to be aware of is the token limit in ChatGPT. In other words, the responses are limited to a certain number of words. If you want to generate more, simply ask for 100 issues, and when it stops, ask with a follow up prompt to "complete the previous response". You will have to merge it all the responses in a text-editor.

Note that there are a couple attributes you might have to specify manually. In this case we asked for the reporter to be always a specific user. But you could also provide a list of users and randomly assign them to issues. 

Double check the response

Note that ChatGPT doesn't always get it right. In our case it specified the time tracking in the wrong format. It used "4h" instead of number of seconds, in this case "14400". Jira requires you to use the number of seconds in the import. 

So we fixed it with an additional prompt:Prompt: "Change the time tracking numbers from hours to seconds, and only use the number, no letter."  Finally, import your the generated CSV file

We asked Chat GPT for instructions, and they were amazingly accurate. Note that this doesn't always work with newer Jira features. 

Prompt: "How do I import a CSV file in Jira?" to get the instructions on how to import the CSV file. 

That's it!

You can see the entire ChatGPT chat under: and follow the prompts.

Subscribe to our newsletter

Get the top articles of the month, delivered to your inbox.

Keep your customers engaged. With release notes created straight from your Jira tickets.

Keep your customers engaged. With release notes created straight from your Jira tickets.

Keep your customers engaged. With release notes created straight from your Jira tickets.