Real ChatGPT answer · index seedwS4UmS3XIy4completeB2B software · cybersecuritybrand

Can you compare the false positive rates of the Rapid7 vulnerability scanner against Tenable IO when scanning a mixed cloud and on premise infrastructure?

ChatGPTgpt-66 queries11/1/2026
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The searches the AI actually ran for this prompt.

SEED QUERY
Can you compare the false positive rates of the Rapid7 vulnerability scanner against Tenable IO when scanning a mixed cloud and on premise infrastructure?
6 real searches · 1 real-search pass
Rapid7 InsightVM false positive rate vs Tenable.io false positives independent benchmark vulnerability scanner mixed cloud on-premGoogle ↗
OBSERVEDComparison
Tenable Vulnerability Management false positive validation scan accuracy false positives official documentationGoogle ↗
OBSERVEDYes / no
Rapid7 InsightVM vulnerability validation false positives scan accuracy official documentationGoogle ↗
OBSERVEDYes / no
Rapid7 InsightVM false positive rate comparison Tenable Vulnerability Management false positives independent benchmark mixed cloud on premiseGoogle ↗
OBSERVEDComparison
Rapid7 InsightVM vulnerability validation false positives authenticated scanning cloud agents Tenable Vulnerability Management documentationGoogle ↗
OBSERVEDOther / navigational
Tenable Nessus false positives scan accuracy false positive rate benchmark Rapid7 InsightVMGoogle ↗
OBSERVEDReason

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 (6)
Short factOther / navigational17%Comparison33%ConsequenceReason17%DefinitionInstructionYes / no33%

Classes come from the query-classifier (a local Laya model). 6 of 6 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT6 real searches · gpt-6
Rapid7 InsightVM false positive rate vs Tenable.io false positives independent benchmark vulnerability scanner mixed cloud on-prem Google ↗
Tenable Vulnerability Management false positive validation scan accuracy false positives official documentation Google ↗
Rapid7 InsightVM vulnerability validation false positives scan accuracy official documentation Google ↗
Rapid7 InsightVM false positive rate comparison Tenable Vulnerability Management false positives independent benchmark mixed cloud on premise Google ↗
Rapid7 InsightVM vulnerability validation false positives authenticated scanning cloud agents Tenable Vulnerability Management documentation Google ↗
Tenable Nessus false positives scan accuracy false positive rate benchmark Rapid7 InsightVM Google ↗

Semantic map

Every query placed by meaning (EmbeddingGemma 2, 256-d). Shaded regions are topics, nearby points are near-paraphrases, and a circle's size is how often the query came back.

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Queries

6 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Rapid7 InsightVM false positive rate vs Tenable.io false positives independent benchmark vulnerability scanner mixed cloud on-prem
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Tenable Vulnerability Management false positive validation scan accuracy false positives official documentation
OBSERVED
Google ↗
AI Mode ↗
—Yes / no——1x
of 1
Rapid7 InsightVM vulnerability validation false positives scan accuracy official documentation
OBSERVED
Google ↗
AI Mode ↗
—Yes / no——1x
of 1
Rapid7 InsightVM false positive rate comparison Tenable Vulnerability Management false positives independent benchmark mixed cloud on premise
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Rapid7 InsightVM vulnerability validation false positives authenticated scanning cloud agents Tenable Vulnerability Management documentation
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Tenable Nessus false positives scan accuracy false positive rate benchmark Rapid7 InsightVM
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1