Lcontext

The product is product analytics that auto-captures page views, clicks, navigation and web vitals, analyzes traffic and generates structured findings on exit rates, element engagement, funnel drop-offs and session behavior without event taxonomy, dashboards or funnel configuration. It sells to developers and product and data teams in B2B software companies who use coding agents such as Claude Code, Cursor or Windsurf. It is positioned against traditional analytics platforms built for humans, offering an agent-native approach with zero configuration and read-only MCP tools that deliver pre-computed analysis directly to the coding agent.

Key features

• Auto-captures page views and clicks
• Captures navigation and web vitals
• Discovers pages and elements automatically
• Tracks visitors and sessions
• Identifies behavioral patterns
• Maps funnel drop-offs
• Traces individual sessions
• Built-in analysis agent
• Pre-computed analysis with selectors
• MCP access for coding agents
• 11 read-only MCP tools
• No event taxonomy required
• No dashboards to build
• One-line tracking script install