Enhanced Analytics & Attribution
This release introduces comprehensive analytics capabilities and improved attribution tracking for better insights into your scraping usage. New dashboard features help you monitor costs and ROI across channels, while SDK updates enable better ecosystem integration.
New admin dashboard provides detailed ROI tracking with per-channel metrics including ROI percentage, cost-per-acquisition, and signups per hour. View comprehensive activity ledgers with create, edit, and delete capabilities through an intuitive modal interface.
Capture and analyze attribution data from UTM parameters, referrers, and landing pages on first visit. Track user acquisition sources through enhanced signup flows and OAuth integration, with data stored in first-party cookies and session storage.
New admin dashboard provides detailed ROI calculations, cost-per-acquisition metrics, and activity ledger with full CRUD operations. Track total costs, revenue, signups, and effort across all channels with date range filtering.
New Features
9Channel ROI Dashboard
New admin dashboard provides detailed ROI tracking with per-channel metrics including ROI percentage, cost-per-acquisition, and signups per hour. View comprehensive activity ledgers with create, edit, and delete capabilities through an intuitive modal interface.
Attribution Analytics
Capture and analyze attribution data from UTM parameters, referrers, and landing pages on first visit. Track user acquisition sources through enhanced signup flows and OAuth integration, with data stored in first-party cookies and session storage.
SDK Ecosystem Headers
Python and Node SDKs now automatically include ecosystem identification headers in API requests. Track usage patterns across different integration methods including Python SDK, Node SDK, MCP server, n8n node, and browser extensions.
Pathfinder Analytics API
Access comprehensive analytics through new admin endpoints covering channels, cohorts, funnels, and ecosystem attribution. Query materialized views for channel performance, cohort retention, and funnel conversion metrics with real-time data refresh capabilities.
Weekly Digest Reports
Receive automated weekly insights reports aggregating key metrics from channel performance, cohort retention, funnel conversion, and ecosystem attribution. Personalized reports delivered through the existing notification system with frequency controls.
Channel costs & ROI dashboard
New admin dashboard provides detailed ROI calculations, cost-per-acquisition metrics, and activity ledger with full CRUD operations. Track total costs, revenue, signups, and effort across all channels with date range filtering.
Pathfinder analytics endpoints
Comprehensive admin analytics API with endpoints for channels, cohorts, funnels, ecosystem attribution, and overview summaries. Includes materialized view support for fast query performance and view refresh capabilities.
Ecosystem attribution tracking
SDKs now automatically send ecosystem source headers identifying integration tools like Python SDK, Node SDK, MCP server, and n8n. Attribution data is captured during signup and OAuth flows for better understanding of user acquisition channels.
Weekly Pathfinder digest
Automated weekly task that queries all Pathfinder analytics views and delivers structured insights reports via Herald. Get regular updates on channel performance, cohort retention, funnel conversion, and ecosystem attribution without manual queries.
Improvements
3Enhanced Event Tracking
New event service provides robust behavioral tracking with Redis batching and background flush operations. Capture key user actions including signups, credit topups, subscription cancellations, and API key creations without blocking primary operations.
Accessibility Improvements
Modal dialogs now feature proper accessibility support including role attributes, focus management, and keyboard navigation. Enhanced user experience for cost management and activity tracking interfaces.
General bug fixes and improvements
Plus 27 internal improvements for better reliability and performance.
Bug Fixes
1Improved HTML scraping accuracy
Enhanced content scoping now properly handles image-heavy pages and domain-specific CSS selectors. Fixes issues with Readability stripping CSS classes and ensures promotional pages with images are correctly identified as valuable content.
Plus 34 internal changes for stability and performance.