Real ChatGPT answer · index seedEc5wzNCYidIcompleteB2B software · data and analytics platformsinformational

Can you walk me through a practical roadmap for data governance implementation steps that will satisfy SOC 2 compliance for my analytics startup?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you walk me through a practical roadmap for data governance implementation steps that will satisfy SOC 2 compliance for my analytics startup?
3 real searches · 1 real-search pass
AICPA SOC 2 Trust Services Criteria 2017 points of focus confidentiality privacy security officialGoogle ↗
OBSERVEDReason
AICPA SOC 2 examination description criteria Type 1 Type 2 officialGoogle ↗
OBSERVEDReason
NIST Privacy Framework data inventory access control retention data governanceGoogle ↗
OBSERVEDInstruction

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 / navigationalComparisonConsequenceReason67%DefinitionInstruction33%Yes / no

Classes come from the query-classifier (a local Laya model). 3 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
AICPA SOC 2 Trust Services Criteria 2017 points of focus confidentiality privacy security official Google ↗
AICPA SOC 2 examination description criteria Type 1 Type 2 official Google ↗
NIST Privacy Framework data inventory access control retention data governance Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
AICPA SOC 2 Trust Services Criteria 2017 points of focus confidentiality privacy security official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
AICPA SOC 2 examination description criteria Type 1 Type 2 official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
NIST Privacy Framework data inventory access control retention data governance
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1