Real ChatGPT answer · index seedcg6uuyv0py0completeInsurance · business insurancecommercial

How do CNA surety bond requirements work for general contractors who operate as a single parent LLC in Texas

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

The searches the AI actually ran for this prompt.

SEED QUERY
How do CNA surety bond requirements work for general contractors who operate as a single parent LLC in Texas
3 real searches · 1 real-search pass
Texas general contractor licensing bond requirements statewide municipal contractor bonds official 2026Google ↗
OBSERVEDReason
CNA Surety contractor license bond underwriting indemnity LLC personal indemnity requirementsGoogle ↗
OBSERVEDInstruction
Texas public works contractor performance payment bond requirements Texas Government Code Chapter 2253Google ↗
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 (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
Texas general contractor licensing bond requirements statewide municipal contractor bonds official 2026 Google ↗
CNA Surety contractor license bond underwriting indemnity LLC personal indemnity requirements Google ↗
Texas public works contractor performance payment bond requirements Texas Government Code Chapter 2253 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Texas general contractor licensing bond requirements statewide municipal contractor bonds official 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
CNA Surety contractor license bond underwriting indemnity LLC personal indemnity requirements
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
Texas public works contractor performance payment bond requirements Texas Government Code Chapter 2253
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1