Real ChatGPT answer · index seedCxVVgJ6LeLEcompleteReal estate · home inspectionscomparison

What is the difference between a municipal title search and a full title insurance policy review when checking for old contractor liens on a property?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the difference between a municipal title search and a full title insurance policy review when checking for old contractor liens on a property?
1 real search · 1 real-search pass
Ohio mechanics lien county recorder municipal lien search title insurance policy review contractor lien Ohio lawGoogle ↗
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
Ohio mechanics lien county recorder municipal lien search title insurance policy review contractor lien Ohio law Google ↗
  1. Chapter 1311 - Ohio Revised Code · codes.ohio.gov
  2. Flemco, L.L.C. v. 12307 St. Clair, Ltd. · supremecourt.ohio.gov
  3. ORA · ohiorecorders.com
  4. Frequently Asked Questions · miamicountyohio.gov

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Ohio mechanics lien county recorder municipal lien search title insurance policy review contractor lien Ohio law
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1