Public Signal Log

The Friction Log

Every tool on this site began as a real friction point — a problem that existing tools either ignored or made worse. This log tracks how those tools are performing in the wild.

This dashboard is public by design. Recruiters and hiring managers are invited to use these metrics as evidence that the tools are being used, rated, and returned to — not just built and abandoned.

Overall Avg. Rating
First rating starts the clock
Total Ratings Submitted
Signal warming up
4
Tools in Production
More in development
Highest Rated Tool
Determined after first ratings
Ratings Per Tool
TOTAL RATINGS SUBMITTED
Signal Warming Up
Populates after first ratings are submitted
Quality Signal
AVERAGE STAR RATING PER TOOL (5-POINT SCALE)
Signal Warming Up
Radar activates after ratings are submitted
Visitor Intelligence

Reach & Traffic Signal

👤
Total Visitors
GA4 → Users
Unique individuals who have visited the site
📄
Page Views
GA4 → Pageviews
Total pages viewed across all sessions
Avg. Session Duration
GA4 → Avg. Engagement Time
How long visitors spend engaging with the tools
🔄
Returning Visitors
GA4 → Returning Users %
Visitors who came back after their first session
🔗
Top Traffic Source
GA4 → Session Source / Medium
Where visitors are coming from (LinkedIn, search, direct)
🌍
Geographic Reach
GA4 → Country / City
Where in the world the tools are being used
Live Visitor Data

This site is tracked with Google Analytics 4 (GA4). Every page view, session, and referral source is recorded. Full visitor metrics — including session duration, bounce rate, returning visitors, and traffic sources — are available in the GA4 dashboard.

View GA4 Dashboard →
Per-Tool Signal

Tool Breakdown

This section updates automatically as new tools are added to the site.

Finance & Purchasing
WheelWise
No ratings yet
Total Ratings
Avg. Score
StatusWarming Up
Signal activates after first rating
Identity & Values
TrueNorth
No ratings yet
Total Ratings
Avg. Score
StatusWarming Up
Signal activates after first rating
Workplace & Hiring
ClearPost
No ratings yet
Total Ratings
Avg. Score
StatusWarming Up
Signal activates after first rating
Workplace & Hiring
PromptForge
No ratings yet
Total Ratings
Avg. Score
StatusWarming Up
Signal activates after first rating