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

# Insights (analyzed conversations)

> Read the per-conversation analysis result: score, sentiment progression, key moments, custom evaluations, and token usage.

The **Insights** entry in the agent sidebar lists every analyzed conversation for the agent and lets you read the full evaluation result.

<Frame>
  <img src="https://mintcdn.com/prismeai/V_vWcoP3jkKgzJ83/images/insights/insights.png?fit=max&auto=format&n=V_vWcoP3jkKgzJ83&q=85&s=7ca9972741e374ce0a5f861d2d159555" alt="Insights page with sentiment and status filters, the insights list, and a detail panel showing Evaluations, Key Moments, and Token Usage" width="1440" height="900" data-path="images/insights/insights.png" />
</Frame>

## Layout

The page is a two-pane split:

* **Left** — A filterable list of insights, one card per conversation.
* **Right** — The detail panel for the selected insight.

A three-dot menu in the top-right exposes **Export CSV** of the currently filtered list.

## Filters

Two dropdowns at the top of the list:

| Filter        | Options                          |
| ------------- | -------------------------------- |
| **Sentiment** | All, Positive, Neutral, Negative |
| **Status**    | All, Resolved, Unresolved        |

The page paginates with a **Load more** button at the bottom of the list.

## What each card shows

| Element               | Meaning                                                                                            |
| --------------------- | -------------------------------------------------------------------------------------------------- |
| Sentiment icon        | The overall sentiment classification.                                                              |
| Score badge           | The evaluation score 0–100. Green ≥80, yellow ≥60, red \<60.                                       |
| Resolved / Unresolved | Whether the LLM judged the user's issue as resolved (driven by the `resolution` Yes/No criterion). |
| Summary or topics     | A one-line summary of the conversation, or its top topics if no summary is set.                    |
| Time-ago              | When the analysis ran.                                                                             |

Click a card to load its full detail on the right.

## The detail panel

<AccordionGroup>
  <Accordion title="Evaluation Score" icon="gauge">
    The 0–100 score that drove the card badge. This number is the weighted aggregate of all criterion answers — see [Evaluation criteria](/products/ai-insights/criteria) for how weights compose the total.
  </Accordion>

  <Accordion title="Status" icon="circle-check">
    A green ✓ Resolved or red ✗ Unresolved badge. Driven by the `resolution` Yes/No criterion (default or your override).
  </Accordion>

  <Accordion title="Summary" icon="file-lines">
    A short paragraph generated by the analysis pass that captures what the conversation was about and how it ended.
  </Accordion>

  <Accordion title="Sentiment" icon="face-smile">
    The overall sentiment classification, a confidence percentage, and an arrow showing how sentiment **progressed** turn-by-turn. A negative→positive arrow is a recovery, the opposite is a deterioration.
  </Accordion>

  <Accordion title="Topics" icon="hashtag">
    The topics extracted from the conversation, with confidence percentages where available. These topics also feed the [Topics](/products/ai-insights/topics) cross-agent rollup.
  </Accordion>

  <Accordion title="Evaluations" icon="list-check">
    The criterion-by-criterion answers. For each criterion you'll see:

    * The criterion ID.
    * The LLM's answer — **✓ Yes** / **✗ No** for boolean, `X/5` (or your range) for score, the chosen option for category.
    * The LLM's reasoning string explaining the answer.

    This is where you'll spot LLM mistakes and tune criteria wording.
  </Accordion>

  <Accordion title="Key Moments" icon="bullseye">
    Specific turns the LLM flagged as notable: a refusal, an escalation, a successful retrieval, a contradiction, etc. Each entry has a turn number, a type, and a description.

    Use Key Moments to find the small number of conversations worth a manual review without reading every transcript.
  </Accordion>

  <Accordion title="Token Usage" icon="bolt">
    Input tokens, output tokens, and the model used by the analysis pass. This is the cost of running the **analysis** itself, not the cost of the original conversation.
  </Accordion>

  <Accordion title="Metadata" icon="circle-info">
    The conversation ID (a click-target into [Conversations](/products/ai-insights/conversations) when integrated), the Analyzed At timestamp, and the model used.
  </Accordion>
</AccordionGroup>

## Export

The three-dot menu in the top-right has **Export CSV**. The exported file contains one row per insight currently loaded in the list (after your filters apply): conversation ID, score, resolved flag, sentiment, topics, summary, analyzed-at timestamp, and model.

Pagination is your responsibility — the export captures whatever's been loaded. Click **Load more** to pull additional rows into the list before exporting. See [Exporting data](/products/ai-insights/export) for the full schema and limitations.

## Re-evaluating an insight

Insights aren't edited in place. To regenerate one against newer criteria or a different model:

<Steps>
  <Step title="Open the corresponding conversation">
    Navigate to **Conversations** and find the matching row (the conversation ID is shared).
  </Step>

  <Step title="Click Re-analyze">
    From the detail panel, **Re-analyze** runs the pipeline again. The new insight overwrites the old one.
  </Step>
</Steps>

## Where to go next

<CardGroup cols={2}>
  <Card title="Tune your criteria" icon="list-check" href="/products/ai-insights/criteria">
    If the LLM's answers feel off, the question wording is the lever.
  </Card>

  <Card title="Browse conversations" icon="messages" href="/products/ai-insights/conversations">
    Trigger analysis or re-analysis from the conversation side.
  </Card>

  <Card title="Read sentiment trends" icon="chart-line" href="/products/ai-insights/agent-overview">
    See sentiment percentages aggregated across all insights for the agent.
  </Card>
</CardGroup>
