Real ChatGPT answer · index seed6A0TsyRxO6AcompleteB2B software · cybersecuritycommercial

Looking for a detailed comparison of Drata versus Vanta for automating our SOC 2 compliance workflow, specifically regarding custom control mapping and vendor risk management features.

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Looking for a detailed comparison of Drata versus Vanta for automating our SOC 2 compliance workflow, specifically regarding custom control mapping and vendor risk management features.
3 real searches · 1 real-search pass
Drata vs Vanta SOC 2 custom control mapping vendor risk management features comparison 2026Google ↗
OBSERVEDComparison
site:help.drata.com custom controls control mapping frameworks vendor risk management questionnairesGoogle ↗
OBSERVEDOther / navigational
site:help.vanta.com custom controls control mapping frameworks vendor risk management vendor risk management questionnairesGoogle ↗
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 (3)
Short factOther / navigational67%Comparison33%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
Drata vs Vanta SOC 2 custom control mapping vendor risk management features comparison 2026 Google ↗
site:help.drata.com custom controls control mapping frameworks vendor risk management questionnaires Google ↗
site:help.vanta.com custom controls control mapping frameworks vendor risk management vendor risk management questionnaires Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Drata vs Vanta SOC 2 custom control mapping vendor risk management features comparison 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
site:help.drata.com custom controls control mapping frameworks vendor risk management questionnaires
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
site:help.vanta.com custom controls control mapping frameworks vendor risk management vendor risk management questionnaires
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1