Real ChatGPT answer · index seediexS4TwcPbMcompleteB2B software · cybersecuritycomparison

I am helping my son compare Vanta and Drata for SOC 2 compliance automation tools since his startup needs certification by the end of summer.

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

The searches the AI actually ran for this prompt.

SEED QUERY
I am helping my son compare Vanta and Drata for SOC 2 compliance automation tools since his startup needs certification by the end of summer.
2 real searches · 1 real-search pass
Vanta Drata SOC 2 compliance automation comparison 2026 official pricing features audit readinessGoogle ↗
OBSERVED
Vanta vs Drata SOC 2 2026 pricing features integrations startup comparisonGoogle ↗
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 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
Vanta Drata SOC 2 compliance automation comparison 2026 official pricing features audit readiness Google ↗
Vanta vs Drata SOC 2 2026 pricing features integrations startup comparison Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Vanta Drata SOC 2 compliance automation comparison 2026 official pricing features audit readiness
OBSERVED
Google ↗
AI Mode ↗
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of 1
Vanta vs Drata SOC 2 2026 pricing features integrations startup comparison
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1