Real ChatGPT answer · index seeda4XbiFl2s9gcompleteLegal · finding a lawyercomparison

Suing a contractor for poor work vs withholding final payment. A general civil litigator told me one option is riskier, but which one protects me right now?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Suing a contractor for poor work vs withholding final payment. A general civil litigator told me one option is riskier, but which one protects me right now?
1 real search · 1 real-search pass
North Carolina homeowner contractor defective work withholding final payment breach contract mechanics lien retainage legal rightsGoogle ↗
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 (1)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
North Carolina homeowner contractor defective work withholding final payment breach contract mechanics lien retainage legal rights Google ↗
  1. G.S. 143-134.1 · ncleg.gov
  2. Chapter 143 · ncleg.gov
  3. Chapter 44A · ncleg.gov
  4. Chapter 44A · house.ncleg.gov

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
North Carolina homeowner contractor defective work withholding final payment breach contract mechanics lien retainage legal rights
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1