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securityentity · one source so far

customerdashboardio

for saas founders, backend engineers

Steadystackoverflow
Signal score
18
Live items
1
Trajectory
Steady
7-day est. ~15

Why this scored 18

every term, weighted
Velocity+0.0 / 40

Its fastest-moving item, measured against the pace of its own source

Acceleration+11.6 / 25

Whether that velocity is itself speeding up, as a per-hour rate

Cross-source spread+0.0 / 25

How many independent communities its own items come from

Recency+7.7 / 10

Decays to zero over 14 days, counted from when we first saw it

Saturation penalty1.2 / 30

Subtracted once something is big and old — sized by its biggest item, aged from when we first saw it

Composite18.1

Weights are hand-tuned, not learned — we're calibrating them against realized trends as history accumulates. On an entity's first sighting there's no previous reading to compare against, so acceleration starts from a neutral prior rather than a measurement, and velocity falls back to engagement over its whole lifetime until a second reading exists. Full methodology

Outlook

low confidence · estimate, not a guarantee

7-day

~15

range 026

14-day

~11

range 025

30-day

~1

range 021

Signal history

7-day window (free)
1563

projected trajectory (estimate, not a guarantee)

The evidence

The live items this entity's score aggregates — every community independently talking about it right now. This is the corroboration, shown, not claimed.

  1. 1
    18

    Is :customer_id really all I need to securely isolate client data in CustomerDashboard.io?

    Assess whether using only customer_id ensures proper data isolation in SaaS dashboards. · for saas founders, backend engineers

    stackoverflowSteadysecurity3d ago