What a useful dark web monitoring report contains

A dark web monitoring report is only useful when an owner can act on it in under an hour. Most reports inherited from previous vendors fail that test. What follows is a redacted CloudKey dark web monitoring report, walked section by section, with a note on what each part is built to answer.

What a dark web monitoring report should answer

A useful report lets a security owner answer four questions without a phone call: which credentials leaked, which assets are exposed, which CVEs on those assets matter, and what was fixed since last month. The sections below map to those four answers.

Executive overview

One page. One risk score. Three numbers that moved this month, and three that did not.

The risk score is computed from four inputs: leaked credentials count, exposed asset count, edge vulnerabilities ranked by KEV plus EPSS, and configuration weaknesses on internet-facing services. It is bounded, and the math is documented in the appendix so an auditor can reproduce it.

Leaked credentials

Every domain in scope is cross-checked against breach corpora. Hits are listed with the breach source, the date the credential first appeared, and whether the credential has been seen in active credential-stuffing traffic.

What this answers: which staff accounts are exposed, and how urgently does the password need to rotate.

External attack surface

A discovered inventory of every subdomain, IP and certificate associated with the authorized domains. Each row carries the discovery method, last-seen date, and a small set of fingerprints that explain why we believe the asset belongs to you.

False positives are flagged and labeled, not silently dropped. If we are wrong about a subdomain, you tell us once and it stays out of the next report.

Open ports and edge vulnerabilities

Every internet-facing service is scanned for known CVEs. Findings are ranked by KEV first, then EPSS, then CVSS, then reachability. The methodology is the same one we cover in our CVSS vs EPSS vs KEV post.

Re-test ledger

Every finding closed since the last report is listed with the date the fix was attested, the method used to verify, and the engineer who signed off. This is the section auditors ask for first.

What is not in the report

Three things are explicitly out of scope, and we say so on the cover page:

• Internal asset findings. Those live in VulnMonitor.
• Application-layer findings. Those live in penetration testing deliverables.
• Anything we cannot show evidence for. If a leaked credential is unverifiable, it does not enter the ledger.

Cadence and ownership

One named owner per dark web monitoring report. One delivery date per month. One re-test attestation per closed finding. The report keeps the same shape every month so the team reading it does not have to relearn it.