Real ChatGPT answer · index seedKIbg5w53y24completeB2B software · cybersecuritycommercial

We keep failing our cloud security audits and need a posture management tool that fits a tight nonprofit budget without sacrificing essential threat detection features

ChatGPTgpt-64 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
We keep failing our cloud security audits and need a posture management tool that fits a tight nonprofit budget without sacrificing essential threat detection features
4 real searches · 1 real-search pass
affordable cloud security posture management tools nonprofit pricing open source Prowler ScoutSuite AWS Security Hub Microsoft Defender for Cloud 2026Google ↗
OBSERVEDComparison
Prowler pricing nonprofit cloud security posture management threat detection officialGoogle ↗
OBSERVEDOther / navigational
AWS Security Hub CSPM pricing threat detection official 2026Google ↗
OBSERVEDOther / navigational
Microsoft Defender for Cloud pricing CSPM threat detection officialGoogle ↗
OBSERVEDOther / navigational

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 (4)
Short factOther / navigational75%Comparison25%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT4 real searches · gpt-6
affordable cloud security posture management tools nonprofit pricing open source Prowler ScoutSuite AWS Security Hub Microsoft Defender for Cloud 2026 Google ↗
Prowler pricing nonprofit cloud security posture management threat detection official Google ↗
AWS Security Hub CSPM pricing threat detection official 2026 Google ↗
Microsoft Defender for Cloud pricing CSPM threat detection official Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
affordable cloud security posture management tools nonprofit pricing open source Prowler ScoutSuite AWS Security Hub Microsoft Defender for Cloud 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Prowler pricing nonprofit cloud security posture management threat detection official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
AWS Security Hub CSPM pricing threat detection official 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Microsoft Defender for Cloud pricing CSPM threat detection official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1