Real ChatGPT answer · index seedA1sEgZ7Uhw4completeLegal · real estate lawhowto

I need a step-by-step checklist to verify clear title on a tax lien foreclosure property I am bidding on in Florida today to avoid inheriting massive hidden municipal debts.

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

The searches the AI actually ran for this prompt.

SEED QUERY
I need a step-by-step checklist to verify clear title on a tax lien foreclosure property I am bidding on in Florida today to avoid inheriting massive hidden municipal debts.
3 real searches · 1 real-search pass
Florida Statutes 197.552 tax deed liens survive municipal liens special assessments 2026Google ↗
OBSERVEDReason
Florida Statutes 197.3632 tax deed special assessments municipal liens survive saleGoogle ↗
OBSERVEDReason
Florida tax deed sale title search municipal liens code enforcement liens utility liens survive tax deed Florida county clerkGoogle ↗
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 / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / 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
Florida Statutes 197.552 tax deed liens survive municipal liens special assessments 2026 Google ↗
Florida Statutes 197.3632 tax deed special assessments municipal liens survive sale Google ↗
Florida tax deed sale title search municipal liens code enforcement liens utility liens survive tax deed Florida county clerk Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Florida Statutes 197.552 tax deed liens survive municipal liens special assessments 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Florida Statutes 197.3632 tax deed special assessments municipal liens survive sale
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Florida tax deed sale title search municipal liens code enforcement liens utility liens survive tax deed Florida county clerk
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1