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AI Title generation

Updated this week

Overview

AI Title generation automatically creates a clear, actionable title based on the reporter's issue description. Reporters only need to describe their issue via one field, the description field, and Marker.io generates the title for them.

This removes the confusion between "title" and "description" fields, making it faster and easier for reporters to submit feedback.

πŸ’‘ Beta

AI Title generation is currently in beta and free to use for all teams. Pricing will be announced when the feature exits beta.

β€”
Contact us to enable this feature on your account.

How it works

  1. Title field is hidden: When the feature is enabled, the title field is removed from the widget so reporters can focus on describing their issue

  2. Reporter writes their feedback in the description field (and can use AI Rewrite if needed)

  3. Marker.io generates a title automatically when the issue is submitted

  4. The description stays untouched: Only the title is generated, the reporter's original description is preserved exactly as written

The generated title appears in Marker.io, your integrations (Jira, Linear, Asana, etc.), and anywhere else issues are displayed.

What makes a good generated title

AI-generated titles are designed to be:

  • Actionable: Starts with a verb when appropriate (Fix, Update, Add, Change)

  • Concise: 5-10 words that summarize the issue

  • Faithful: Preserves key phrases from the reporter's description

Example

Description:

the button on homepage doesnt work when i click it nothing happens and i think it should go to the contact page maybe? also theres a typo it says "Contact Us"

AI generated title:

Fix homepage button that doesn't work

The title captures the main issue while keeping the full context in the description.

Setting up AI Title generation

  1. Go to your Website > Settings

  2. Navigate to the AI page

  3. Enable AI Title generation

  4. Save your settings

You can test the feature before enabling it by clicking Try it now in the settings to see how titles are generated from sample descriptions.

Identifying AI-generated titles

In the issue page, AI-generated titles are marked with an indicator, so your team knows the title was created automatically.

If someone manually edits the title after it was generated, the indicator is removed.

Data & privacy

AI Title generation uses Amazon Bedrock for all processing. Your data is:

  • Never used to train AI models

  • Processed in isolation and not retained

  • Encrypted in transit and at rest

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