> ## Documentation Index
> Fetch the complete documentation index at: https://agent-observability-docs.splunk.com/llms.txt
> Use this file to discover all available pages before exploring further.

# User Intent Change

> Learn how to measure if users use your agent system for different intents across multi-turn interactions

export const SupportedModalities = ({modalities}) => {
  const iconProps = {
    fill: "none",
    height: 20,
    width: 20,
    stroke: "currentColor",
    strokeLinecap: "round",
    strokeLinejoin: "round",
    strokeWidth: 2,
    viewBox: "0 0 24 24",
    xmlns: "http://www.w3.org/2000/svg"
  };
  const IconText = () => <svg {...iconProps} aria-hidden="true">
      <circle cx="12" cy="12" r="9" />
      <path d="M8 8h8M12 8v8" />
    </svg>;
  const IconImage = () => <svg {...iconProps} aria-hidden="true">
      <rect height="18" rx="2" width="18" x="3" y="3" />
      <circle cx="8.5" cy="8.5" r="1.5" />
      <path d="m21 15-5-5L5 21" />
    </svg>;
  const IconMusic = () => <svg {...iconProps} aria-hidden="true">
      <path d="M9 18V5l10-2v13" />
      <circle cx="6" cy="18" r="3" />
      <circle cx="16" cy="16" r="3" />
    </svg>;
  const modalityIcons = {
    Text: IconText,
    "Image/PDF": IconImage,
    Audio: IconMusic
  };
  return <div style={{
    alignItems: "center",
    display: "flex",
    gap: "0.5rem",
    marginBottom: "1.25rem",
    marginTop: "0.75rem"
  }}>
      <span style={{
    fontSize: "0.875rem",
    fontWeight: 500
  }}>Supported modalities:</span>
      <span aria-label={`Supported modalities: ${modalities.join(", ")}`} role="group" style={{
    display: "inline-flex",
    alignItems: "center",
    gap: "0.5rem"
  }}>
        {modalities.map(modality => {
    const Icon = modalityIcons[modality];
    if (!Icon) return null;
    return <span aria-label={modality} key={modality} role="img" style={{
      display: "inline-flex",
      flexShrink: 0
    }} title={modality}>
              <Icon />
            </span>;
  })}
      </span>
    </div>;
};

export const EvaluatorWhenToUse = ({description, useCases}) => {
  return <Card>
      <div style={{
    display: 'flex',
    alignItems: 'center',
    gap: '0.5rem',
    marginBottom: '0.75rem'
  }}>
        <div style={{
    fontSize: '1.25rem',
    color: 'var(--primary-color)'
  }}>
          <svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" strokeWidth="2" strokeLinecap="round" strokeLinejoin="round">
            <path d="M12 22c5.523 0 10-4.477 10-10S17.523 2 12 2 2 6.477 2 12s4.477 10 10 10z" />
            <path d="m9 12 2 2 4-4" />
          </svg>
        </div>
        <h3 style={{
    margin: 0,
    fontSize: '1.25rem',
    fontWeight: '600'
  }}>When to Use This Evaluator</h3>
      </div>

      {description}

      {useCases != null && useCases.map((useCase, index) => <div key={index} style={{
    marginTop: "1rem",
    paddingTop: "0.75rem",
    borderTop: "1px solid rgba(209, 213, 219, 0.33)"
  }}>
          <strong>{useCase.title}</strong>{useCase.description ? `: ${useCase.description}` : ''}
        </div>)}
    </Card>;
};

export const DefinitionCard = ({children}) => {
  return <Card variant="secondary">
    <div style={{
    padding: '0.5rem',
    border: '5px solid var(--primary-light)',
    borderRadius: '0.5rem',
    fontSize: '1.3rem',
    lineHeight: '1.4',
    boxShadow: '0 0 10px 10px var(--primary-light)'
  }}>
        {children}
      </div>

</Card>;
};

<SupportedModalities modalities={["Text", "Image/PDF", "Audio"]} />

<DefinitionCard>
  <strong>User Intent Change</strong> checks if users use your agent system for different intents across multi-turn interactions.
</DefinitionCard>

User Intent Change is a binary evaluator, and is defined as a significant shift in the user's primary conversational goal or workflow during a session, relative to their initial stated intent.

This is a **boolean** evaluator that indicates whether the user's intent changed significantly.

## User Intent Change at a glance

| Property                   | Description        |
| :------------------------- | :----------------- |
| **Name**                   | User Intent Change |
| **Category**               | Agentic AI         |
| **Can be applied to**      | Session            |
| **LLM-as-a-judge Support** | ✅                  |
| **Luna Support**           | ❌                  |
| **Value Type**             | Boolean            |

## When to use this evaluator

<EvaluatorWhenToUse
  description="User Intent Change is useful when working with multi-step agents or other AI systems with multiple user interactions"
  useCases={[
{
  title: "Check if user is using your agent across different topics in one conversation",
}
]}
/>