Dashboard
The Swarm dashboard at useswarm.co is where you can create tests, view detailed results, manage persona swarms, and collaborate with your team.Creating a test
- Navigate to the dashboard and click New Test
- Enter your target URL — this must be a publicly accessible URL
- Define the goal — what the AI personas should try to accomplish
- Describe your target audience — Swarm uses this to generate relevant personas
- Choose the number of agents or select an existing swarm
- Click Run Test
For testing local development servers, use the CLI instead. It automatically handles tunneling your localhost to the cloud.
Viewing results
Each test run has a dedicated results page with:- Overview — overall UX score, pass/fail verdict, and executive summary
- Per-persona results — what each AI agent did, step by step, with screenshots
- Synthesis report — patterns and issues found across all personas
- Judge report — an independent evaluation with evidence and confidence rating
- Tickets — ready-to-use issue descriptions for your project management tool
Managing swarms
Swarms are saved sets of personas that you can reuse across tests. Instead of generating new personas each time, you can:- Go to Swarms in the sidebar
- Create a new swarm with a name and description
- Add personas manually or let Swarm generate them based on an audience description
- Use the swarm in future tests — from the dashboard or CLI with
--swarm <id>
Team & organization
Swarm supports multi-user organizations:- Invite team members from the organization settings page
- Shared swarms — persona sets are available to everyone in the org
- Shared results — all test runs are visible to org members
- Role-based access — admin and member roles with different permissions