Free: $0 per month with 2 connections, 1 agent, 500 protected actions per month. Developer: $99/month with 25,000 billable executions included, then $0.001 per billable execution with $500 default overage cap. Business: Contact Sales for paid pilots and enterprise contracts.
Key features
Automatic screenshot and DOM capture
AI-powered feedback triage
MCP and CLI integration for coding agents
Works with Claude Code, Cursor, Windsurf, and Codex
Real-time feedback board with progress tracking
User notifications when fixes deploy
Private boards and custom domains on paid plans
Third-party integrations
Bring Your Own Key (BYOK) on all plans
Cryptographically signed receipts and verifiable evidence
Multi-party approval for organizational authority
Open-source SDK, MCP server, and framework adapters
Authority lifecycle management from grant to revocation
Supported integrations with payments and cloud accounts
Individual, family, business, and enterprise deployment options
Enforcement at tool execution boundaries
What makes it different
Closes the gap between fast AI coding and understanding real user needs
Captures context that prevents silent churn
One-command setup with no configuration needed
Brings user testing into the product without dedicated QA
Turns scattered user requests into obvious product priorities
Write-once signed decisions verifiable by auditors without trusting the vendor
Controls sit at the point where AI systems take consequential actions
One company integrating security and compliance disciplines
Open-source cores and published research allow vendor review
Make This Better
Guardian