> ## 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.

# Topics

> Memories grouped by subject, with trend direction, keyword extraction, and per-type breakdown.

Topics groups every memory the agents have captured by subject and surfaces what's trending up, trending down, or stable.

<Frame>
  <img src="https://mintcdn.com/prismeai/V_vWcoP3jkKgzJ83/images/insights/topics.png?fit=max&auto=format&n=V_vWcoP3jkKgzJ83&q=85&s=256e8cda136776e3f5c8288d4dee62de" alt="Memory Topics page with stats cards and the topics table sorted by count" width="1440" height="900" data-path="images/insights/topics.png" />
</Frame>

## Stats cards

The four KPI cards at the top:

| Card               | Meaning                                                         |
| ------------------ | --------------------------------------------------------------- |
| **Total Topics**   | Distinct topics found across all memories.                      |
| **Total Memories** | All memories belonging to those topics.                         |
| **Trending Up**    | Topics whose memory count increased materially over the period. |
| **Trending Down**  | Topics whose memory count decreased.                            |

## Filtering and sorting

The header row above the table has:

* A search input that matches against topic names and extracted keywords.
* A **Sort by** selector — Count or Trend.
* A **Trend** filter — All, Trending Up, Trending Down, Stable.
* A **Table / Cards** view toggle.

## Table view

The default. Each row shows:

* The topic name.
* **Memories** — total memory count for the topic.
* **Users** — distinct users mentioning it.
* **Agents** — agents that captured at least one memory under it.
* A trend badge (`+X%`, `−Y%`, or "Stable").
* Up to three extracted keywords, with a "+N more" pill if there are more.

Pagination is at the bottom: **Showing X–Y of Z topics**, with Previous / Next buttons.

## Card view

Click **Cards** in the view toggle. Each card shows:

* The topic name and trend badge.
* Memories / Users / Agents counts.
* The full keyword list.
* A **type breakdown** mini-bar (Facts / Preferences / Instructions) showing what kinds of memory dominate the topic.
* Up to three example memory snippets.

<Frame>
  <img src="https://mintcdn.com/prismeai/V_vWcoP3jkKgzJ83/images/insights/topics-cards.png?fit=max&auto=format&n=V_vWcoP3jkKgzJ83&q=85&s=4d008e509d56b8fb3cc18102291e7edd" alt="Memory Topics in card view showing keywords, type breakdown, and example memories" width="1440" height="900" data-path="images/insights/topics-cards.png" />
</Frame>

Card view is most useful when you're exploring a small handful of topics in depth. For bulk scanning, use the Table view.

## How topics are derived

The Topics rollup is built from the same memory store the [Memories](/products/ai-insights/memories) page reads from. Each topic is a cluster of related memories the analytics pipeline found cohesive enough to treat as a single subject. Keywords are pulled from the underlying memory texts.

## What to do with this page

* **Spot priorities for documentation.** A trending-up topic with high user count is a candidate for a knowledge base article or an explicit agent instruction.
* **Detect drift.** A trending-down topic that used to be popular often signals the agent stopped handling it well, or that users moved to a different agent for it.
* **Find taxonomy gaps.** If a key business topic isn't in the list, your agents may not be retaining the right kind of memory — check the type distribution on [Memories](/products/ai-insights/memories).

## Where to go next

<CardGroup cols={2}>
  <Card title="See raw memory analytics" icon="brain" href="/products/ai-insights/memories">
    Volume, type breakdown, and knowledge gaps.
  </Card>

  <Card title="Read adoption signals" icon="users" href="/products/ai-insights/adoption">
    Common usage patterns and personalization depth.
  </Card>
</CardGroup>
