Real ChatGPT answer · index seedvJsezaibubkcompleteLegal · finding a lawyerinformational

I am looking at the Nolo legal directory to find an estate planning attorney in Ohio, but are those reviews actually trustworthy or are they paid advertisements?

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

The searches the AI actually ran for this prompt.

SEED QUERY
I am looking at the Nolo legal directory to find an estate planning attorney in Ohio, but are those reviews actually trustworthy or are they paid advertisements?
2 real searches · 1 real-search pass
Nolo lawyer directory attorney profiles reviews paid advertising sponsored listings how Nolo selects attorneysGoogle ↗
OBSERVEDReason
Nolo attorney directory ratings reviews methodology paid listings disclaimerGoogle ↗
OBSERVEDOther / navigational

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 / navigational50%ComparisonConsequenceReason50%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
Nolo lawyer directory attorney profiles reviews paid advertising sponsored listings how Nolo selects attorneys Google ↗
Nolo attorney directory ratings reviews methodology paid listings disclaimer Google ↗
  1. Ohio Supreme Court – Attorney Directory · supremecourt.ohio.gov

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Nolo lawyer directory attorney profiles reviews paid advertising sponsored listings how Nolo selects attorneys
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Nolo attorney directory ratings reviews methodology paid listings disclaimer
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1