Real ChatGPT answer · index seedT3N7k4vxKqUcompleteB2B software · cybersecuritybrand

Why have so many tech companies been switching from traditional vulnerability scanners to continuous exposure management platforms recently?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Why have so many tech companies been switching from traditional vulnerability scanners to continuous exposure management platforms recently?
1 real search · 1 real-search pass
2026 continuous exposure management CTEM adoption why vulnerability scanners limitations attack surface risk prioritization industry trendsGoogle ↗
OBSERVED

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.

Classifying 1 queries…

Searches and sources

ChatGPT1 real searches · gpt-6
2026 continuous exposure management CTEM adoption why vulnerability scanners limitations attack surface risk prioritization industry trends Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 continuous exposure management CTEM adoption why vulnerability scanners limitations attack surface risk prioritization industry trends
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1