Real ChatGPT answer · index seedgBDO57qTZ4AcompleteB2B software · cybersecuritycomparison

We need to buy vulnerability management software this quarter, should we choose Tenable or jump straight to a newer cloud-first platform like Wiz?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
We need to buy vulnerability management software this quarter, should we choose Tenable or jump straight to a newer cloud-first platform like Wiz?
3 real searches · 1 real-search pass
Tenable vulnerability management platform official capabilities cloud on-prem network OT 2026Google ↗
OBSERVEDComparison
Wiz cloud security platform vulnerability management CNAPP official capabilities 2026Google ↗
OBSERVEDOther / navigational
Tenable vs Wiz vulnerability management comparison enterprise hybrid cloud 2026Google ↗
OBSERVEDComparison

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 (3)
Short factOther / navigational33%Comparison67%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
Tenable vulnerability management platform official capabilities cloud on-prem network OT 2026 Google ↗
Wiz cloud security platform vulnerability management CNAPP official capabilities 2026 Google ↗
Tenable vs Wiz vulnerability management comparison enterprise hybrid cloud 2026 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Tenable vulnerability management platform official capabilities cloud on-prem network OT 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Wiz cloud security platform vulnerability management CNAPP official capabilities 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Tenable vs Wiz vulnerability management comparison enterprise hybrid cloud 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1