Understand your users before you ship features
Swarm deploys AI personas that navigate your product like real users, surfacing friction, drop-offs, and insights.
Built by talent from
Most features ship to users you've never met
Discovery
Research
Interviews
Synthesis
sprint over
Research takes weeks you don't have.
You ship
Week 1
User data
Week 3+
too late...
Feedback arrives after you've shipped.
Assumptions get baked in, never tested.
Do users want this??
Is onboarding clear??
Why do they churn??
Is this flow obvious??
Will they find the CTA??
Is pricing right??
Are we solving the right thing??
Does this make sense to them??
Feedback in 10 minutes.
Here's how it works
|
Ask a question
Type what you want to understand. Attach a screenshot or URL for context.
Deploying swarm
AM
SL
JK
AM
SL
JK
Activate user movement
AI personas navigate your product independently and capture every interaction.
Answer
Users drop off due to form complexity and unclear CTA copy.
KeySummaryStatus
UX-01Reduce checkout form to 3 fieldsTO DO
UX-02Rename CTA to "Complete Purchase"IN PROGRESS
UX-03Add progress indicatorTO DO
Get clear answers
See exactly where users struggled and what to fix before you ship.
One tool, available where you work
What do you want to understand?
Test my signup flow
Can users find search?
|
Live Agent
Use it in the browser
Log in, paste a URL or screenshot, ask a question. Results in minutes.
zsh
$ npm install -g @swarm/cli
$ swarm run --url app.example.com
3 personas deployed
12 interactions captured
2 issues found
Run it from your terminal
Two commands to your first test. Pipe results into any workflow or CI pipeline.
Claude Code
Swarmswarm.run_test(url)
Deploying 3 personas...
12 interactions captured
swarm.get_findings()
2 issues found
Wire it as an MCP server
Add Swarm to Claude Code, Cursor, or Codex. Test without leaving your editor.
What do you want to understand?
Test my signup flow
Can users find search?
|
Live Agent
Use it in the browser
Log in, paste a URL or screenshot, ask a question. Results in minutes.
zsh
$ npm install -g @swarm/cli
$ swarm run --url app.example.com
3 personas deployed
12 interactions captured
2 issues found
Run it from your terminal
Two commands to your first test. Pipe results into any workflow or CI pipeline.
Claude CodeSwarmswarm.run_test(url)
Deploying 3 personas...
12 interactions captured
swarm.get_findings()
2 issues found
Wire it as an MCP server
Add Swarm to Claude Code, Cursor, or Codex. Test without leaving your editor.
Intelligent features that make decisions easier
Issues found
HighCheckout button unresponsive on mobile
MedSearch returns no results for short queries
LowOnboarding step 3 confusing for new users
Push to your ticketing platform.
Missing e.preventDefault() — form submission conflicting with custom handler on mobile.
// components/CheckoutButton.tsx
− onClick={() => handleSubmit()}
+▋
disabled={isLoading}
Get an exact fix, not just a bug report.
“What made you hesitate before upgrading?”
S
Sarah, 28
The pricing page felt unclear — I wasn't sure what was included.
M
Marcus, 41
Same. I had to re-read the tier descriptions twice.
P
Priya, 34
I expected a comparison table. Would have helped a lot.
Run a mini focus group on demand.
ACurrent
Conv. rate3.2%
Drop-off68%
Time on page1m 42s
Winner
BVariant
Conv. rate5.8%
Drop-off41%
Time on page0m 58s
Run A/B tests before shipping.
Iterate fast
import { Swarm } from "@swarmhq/sdk";
const swarm = new Swarm({ agents: 5 });
await swarm.run({ url: "https://app.example.com" });
const issues = await agent.detectFriction();
// → 12 issues found
await push.toLinear(issues);
const session = await swarm.startLive();
agent.on("anomaly", (e) => console.log(e));
const report = await swarm.generateReport();
// → severity: critical, component: checkout
await agent.replaySession(session.id);
const diff = await swarm.compareSessions(a, b);
// → regression detected in /onboarding flow
await swarm.pushToBacklog(diff.regressions);
const score = await agent.scoreUX(session);
// → ux_score: 74, prev: 81
await swarm.notify({ channel: "slack", score });
console.log("All agents complete.");
import { Swarm } from "@swarmhq/sdk";
const swarm = new Swarm({ agents: 5 });
await swarm.run({ url: "https://app.example.com" });
const issues = await agent.detectFriction();
// → 12 issues found
await push.toLinear(issues);
const session = await swarm.startLive();
agent.on("anomaly", (e) => console.log(e));
const report = await swarm.generateReport();
// → severity: critical, component: checkout
await agent.replaySession(session.id);
const diff = await swarm.compareSessions(a, b);
// → regression detected in /onboarding flow
await swarm.pushToBacklog(diff.regressions);
const score = await agent.scoreUX(session);
// → ux_score: 74, prev: 81
await swarm.notify({ channel: "slack", score });
console.log("All agents complete.");
with pricing that keeps up
Free
$0/mo
- 5 test runs (lifetime)
- 5 agents per run
- 1 team member
- Basic reporting
- Export options
Most popular
Pro
$50/mo
- 50 screenshot + 20 live runs/mo
- 15 screenshot agents per run
- 5 live agents per run
- Up to 3 team members
- Authenticated testing
Business
$350/mo
- 150 screenshot + 50 live runs/mo
- 20 screenshot agents per run
- 10 live agents per run
- Up to 10 team members
- Priority support
Enterprise
Custom
- Unlimited runs & agents
- Unlimited team members
- Custom integrations
- Dedicated success manager
- SLA, SSO & SOC 2
Free
$0/mo
- 5 test runs (lifetime)
- 5 agents per run
- 1 team member
- Basic reporting
- Export options
Most popular
Pro
$50/mo
- 50 screenshot + 20 live runs/mo
- 15 screenshot agents per run
- 5 live agents per run
- Up to 3 team members
- Authenticated testing
Business
$350/mo
- 150 screenshot + 50 live runs/mo
- 20 screenshot agents per run
- 10 live agents per run
- Up to 10 team members
- Priority support
Enterprise
Custom
- Unlimited runs & agents
- Unlimited team members
- Custom integrations
- Dedicated success manager
- SLA, SSO & SOC 2