Real ChatGPT answer · index seedwPglhXaCcigcompleteB2B software · cybersecuritycomparison

Evaluate Rapid7 InsightVM against Qualys VMDR specifically regarding credentialed scanning coverage for containerized microservices.

ChatGPTgpt-64 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Evaluate Rapid7 InsightVM against Qualys VMDR specifically regarding credentialed scanning coverage for containerized microservices.
4 real searches · 1 real-search pass
Rapid7 InsightVM credentialed scanning containers Docker Kubernetes official documentationGoogle ↗
OBSERVEDOther / navigational
Qualys VMDR authenticated scanning container security Kubernetes container image assessment official documentationGoogle ↗
OBSERVEDOther / navigational
Rapid7 InsightVM scan engine authentication credentials Linux Unix Windows documentationGoogle ↗
OBSERVEDInstruction
Qualys VMDR container security sensor image scanning registry documentationGoogle ↗
OBSERVEDOther / navigational

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

ChatGPT real searches (4)
Short factOther / navigational75%ComparisonConsequenceReasonDefinitionInstruction25%Yes / no

Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT4 real searches · gpt-6
Rapid7 InsightVM credentialed scanning containers Docker Kubernetes official documentation Google ↗
Qualys VMDR authenticated scanning container security Kubernetes container image assessment official documentation Google ↗
Rapid7 InsightVM scan engine authentication credentials Linux Unix Windows documentation Google ↗
Qualys VMDR container security sensor image scanning registry documentation Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Rapid7 InsightVM credentialed scanning containers Docker Kubernetes official documentation
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Qualys VMDR authenticated scanning container security Kubernetes container image assessment official documentation
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Rapid7 InsightVM scan engine authentication credentials Linux Unix Windows documentation
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
Qualys VMDR container security sensor image scanning registry documentation
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1