Real ChatGPT answer · index seedGP8trNUlEREcompleteB2B software · cybersecuritylocal

We need to buy automated vulnerability scanning for DevOps tools today with immediate deployment options for our AWS infrastructure in Boston.

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
We need to buy automated vulnerability scanning for DevOps tools today with immediate deployment options for our AWS infrastructure in Boston.
1 real search · 1 real-search pass
2026 AWS cloud vulnerability scanning DevSecOps platforms immediate deployment self serve trial pricing BostonGoogle ↗
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 AWS cloud vulnerability scanning DevSecOps platforms immediate deployment self serve trial pricing Boston Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 AWS cloud vulnerability scanning DevSecOps platforms immediate deployment self serve trial pricing Boston
OBSERVED
Google ↗
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