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

# Test Results

> Understanding synthesis reports, judge verdicts, and actionable tickets.

# Test Results

After a test run completes, Swarm produces several layers of analysis.

## Per-persona results

Each persona's run includes:

* **Step-by-step walkthrough** — every action taken, page visited, and form filled
* **Screenshots** — captured at each step for visual reference
* **Thoughts and reactions** — what the persona was thinking at each step
* **Status** — whether they completed the goal, got stuck, or encountered an error

## Synthesis report

The synthesis report aggregates findings across all personas:

* **Executive summary** — a high-level overview of the test results
* **Common friction points** — issues encountered by multiple personas, ranked by severity
* **Positive highlights** — things that worked well across the board
* **Tickets** — structured issue descriptions ready for your issue tracker

### Tickets

Each ticket includes:

* A descriptive title
* Steps to reproduce
* Which personas encountered the issue
* Suggested severity level

These are formatted for direct import into Linear, Jira, GitHub Issues, or any project management tool.

## Judge verdict

An independent AI judge reviews the test evidence and provides:

* **Verdict** — pass, fail, or partial
* **Confidence level** — how certain the judge is in its assessment
* **Evidence blocks** — specific observations supporting the verdict
* **Recommended actions** — prioritized list of improvements

The judge acts as a second opinion — it reviews the raw data independently rather than relying on persona self-reports.

## Viewing results

Results are available in two places:

* **CLI** — streamed in real time during the test, with a summary at completion
* **Dashboard** — full detailed view at the live dashboard link shown when the test starts