Real ChatGPT answer · index seedKSny1btL874completeLegal · finding a lawyerinformational

How accurate are Avvo endorsements from other attorneys when I am trying to vet a budget conscious bankruptcy lawyer for my small business

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

The searches the AI actually ran for this prompt.

SEED QUERY
How accurate are Avvo endorsements from other attorneys when I am trying to vet a budget conscious bankruptcy lawyer for my small business
2 real searches · 1 real-search pass
Avvo attorney endorsements what they mean peer endorsements limitations lawyer ratings methodologyGoogle ↗
OBSERVEDReason
how to choose small business bankruptcy attorney Chapter 7 Chapter 11 Subchapter V experience fees credentials officialGoogle ↗
OBSERVEDComparison

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 / navigationalComparison50%ConsequenceReason50%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
Avvo attorney endorsements what they mean peer endorsements limitations lawyer ratings methodology Google ↗
how to choose small business bankruptcy attorney Chapter 7 Chapter 11 Subchapter V experience fees credentials official Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Avvo attorney endorsements what they mean peer endorsements limitations lawyer ratings methodology
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
how to choose small business bankruptcy attorney Chapter 7 Chapter 11 Subchapter V experience fees credentials official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1