Real ChatGPT answer · index seedv6SFz1SOyb8completeB2B software · developer toolslocal

Where is the nearest tech consultancy in Houma that assists small business owners with setting up AWS IAM roles securely?

ChatGPTgpt-65 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Where is the nearest tech consultancy in Houma that assists small business owners with setting up AWS IAM roles securely?
5 real searches · 1 real-search pass
Houma Louisiana AWS IAM consulting small business IT consultants secure IAM rolesGoogle ↗
OBSERVEDOther / navigational
IT consultingGoogle ↗
OBSERVEDComparison
AWS cloud consultingGoogle ↗
OBSERVEDOther / navigational
cybersecurity consultantsGoogle ↗
OBSERVEDComparison
small business technology consultingGoogle ↗
OBSERVEDComparison

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%Comparison60%ConsequenceReasonDefinitionInstructionYes / 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
Houma Louisiana AWS IAM consulting small business IT consultants secure IAM roles Google ↗
IT consulting Google ↗
AWS cloud consulting Google ↗
cybersecurity consultants Google ↗
small business technology consulting Google ↗

Queries

5 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Houma Louisiana AWS IAM consulting small business IT consultants secure IAM roles
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
IT consulting
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
AWS cloud consulting
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
cybersecurity consultants
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
small business technology consulting
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1