Real ChatGPT answer · index seedxCNZ80rjeN0completeB2B software · cybersecuritylocal

Where should I look for local Minneapolis vendors who can audit our SaaS apps for insider threat vulnerabilities right now?

ChatGPTgpt-65 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Where should I look for local Minneapolis vendors who can audit our SaaS apps for insider threat vulnerabilities right now?
5 real searches · 1 real-search pass
Minneapolis Minnesota cybersecurity consulting SaaS security assessment insider threat audit vendors managed security consultingGoogle ↗
OBSERVEDOther / navigational
cybersecurity consulting firmsGoogle ↗
OBSERVEDComparison
SaaS security assessmentGoogle ↗
OBSERVEDOther / navigational
identity and access management auditGoogle ↗
OBSERVEDReason
insider threat assessmentGoogle ↗
OBSERVEDReason

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 (5)
Short factOther / navigational40%Comparison20%ConsequenceReason40%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 5 of 5 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT5 real searches · gpt-6
Minneapolis Minnesota cybersecurity consulting SaaS security assessment insider threat audit vendors managed security consulting Google ↗
cybersecurity consulting firms Google ↗
SaaS security assessment Google ↗
identity and access management audit Google ↗
insider threat assessment Google ↗

Queries

5 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Minneapolis Minnesota cybersecurity consulting SaaS security assessment insider threat audit vendors managed security consulting
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
cybersecurity consulting firms
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
SaaS security assessment
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
identity and access management audit
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
insider threat assessment
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1