Real ChatGPT answer · index seedSRFGwxSb07AcompleteB2B software · cybersecuritybrand

What is the current reputation of Qualys in the cybersecurity industry according to recent reviews and tech news?

ChatGPTgpt-62 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the current reputation of Qualys in the cybersecurity industry according to recent reviews and tech news?
2 real searches · 1 real-search pass
Qualys reputation customer reviews 2026 G2 Gartner Peer Insights TrustRadius reviews vulnerability managementGoogle ↗
OBSERVEDReason
Qualys cybersecurity company latest news 2026 product security incidents financial analyst newsGoogle ↗
OBSERVEDConsequence

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 (2)
Short factOther / navigationalComparisonConsequence50%Reason50%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
Qualys reputation customer reviews 2026 G2 Gartner Peer Insights TrustRadius reviews vulnerability management Google ↗
Qualys cybersecurity company latest news 2026 product security incidents financial analyst news Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Qualys reputation customer reviews 2026 G2 Gartner Peer Insights TrustRadius reviews vulnerability management
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Qualys cybersecurity company latest news 2026 product security incidents financial analyst news
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1