Real ChatGPT answer · index seed29XRuE6PXaMcompleteReal estate · housing marketsinformational

How do title insurance companies conduct their search of public records, and what kind of hidden property liens might they miss?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do title insurance companies conduct their search of public records, and what kind of hidden property liens might they miss?
2 real searches · 1 real-search pass
how title insurance companies conduct title searches public records title commitment hidden liens mechanic liens unrecorded liensGoogle ↗
OBSERVEDReason
Texas title insurance hidden liens property tax liens mechanic liens municipal utility liens title search TDIGoogle ↗
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 (2)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
how title insurance companies conduct title searches public records title commitment hidden liens mechanic liens unrecorded liens Google ↗
Texas title insurance hidden liens property tax liens mechanic liens municipal utility liens title search TDI Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
how title insurance companies conduct title searches public records title commitment hidden liens mechanic liens unrecorded liens
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Texas title insurance hidden liens property tax liens mechanic liens municipal utility liens title search TDI
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1