Fix Priority Engine: rank remediation by impact, severity, and effort
Scorifya now surfaces a Top Fixes First list that ranks findings by potential score impact, then severity, then likely effort, with a projected score estimate and confidence note.
From long finding lists to first actions
Most teams do not need more alerts; they need a clear sequence. This update adds a Fix Priority Engine directly in scan results so you can see what to fix first without manually sorting penalties and severities.
The goal is practical execution: reduce decision time between scan output and config changes, then re-scan for verification.
How ranking now works
Top fixes are ranked by impact first (higher points deducted), then by severity, then by likely implementation effort so quick wins are easier to take early. The list defaults to the top five fixes.
Each fix now includes category, severity, effort label, potential points regained, and a first action step.
Projected score with confidence context
We now show a projected score after resolving the top priority fixes to help teams estimate short-term uplift. This projection is intentionally labeled as an estimate.
A confidence note appears under the projection because score effects are not always strictly additive once real-world configuration interactions are applied.
How to use it in practice
Treat the first one to three items as your sprint-ready remediation queue. Apply those fixes, re-run the scan, and compare the new result before moving to lower-impact findings.
If you need a complete model explanation, category weights, and penalty transparency, keep using the methodology page with each report.
Scope reminder
Scorifya remains a public hardening check focused on externally observable posture. It does not replace penetration testing, authenticated application security testing, or formal compliance audits.
Try a scan on scorifya.com, read how we score, or see Pro for unlimited scans and exports.
Get a weekly digest
New KEV CVE notices and (later) score changes on the domains you watch. One email a week, easy unsubscribe. We don't share or sell your address.
By subscribing you confirm you can receive transactional security updates from Scorifya at this email.