Real ChatGPT answer · index seedCOxJX5uTiBQcompleteLegal · criminal defensecomparison

Are online reviews on Yelp or Google more trustworthy than legal directory ratings when vetting criminal defense attorneys for a family emergency?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are online reviews on Yelp or Google more trustworthy than legal directory ratings when vetting criminal defense attorneys for a family emergency?
1 real search · 1 real-search pass
Texas State Bar attorney lookup disciplinary history criminal law board certification official resources; how Avvo rating calculated attorney reviews legal directory methodologyGoogle ↗
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).

Searches and sources

ChatGPT1 real searches · gpt-6
Texas State Bar attorney lookup disciplinary history criminal law board certification official resources; how Avvo rating calculated attorney reviews legal directory methodology Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Texas State Bar attorney lookup disciplinary history criminal law board certification official resources; how Avvo rating calculated attorney reviews legal directory methodology
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1