Real ChatGPT answer · index seedYPgiixDltcQcompleteLegal · finding a lawyerbrand

Is the Avvo rating system for intellectual property lawyers actually reliable or do attorneys just pay to get better reviews on there?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is the Avvo rating system for intellectual property lawyers actually reliable or do attorneys just pay to get better reviews on there?
2 real searches · 1 real-search pass
Avvo rating methodology attorney reviews paid advertising does paying affect rating official FAQGoogle ↗
OBSERVEDReason
Avvo attorney reviews can lawyers pay for reviews rating system methodology intellectual property lawyersGoogle ↗
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 (2)
Short factOther / navigationalComparisonConsequenceReason100%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 rating methodology attorney reviews paid advertising does paying affect rating official FAQ Google ↗
Avvo attorney reviews can lawyers pay for reviews rating system methodology intellectual property lawyers Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Avvo rating methodology attorney reviews paid advertising does paying affect rating official FAQ
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Avvo attorney reviews can lawyers pay for reviews rating system methodology intellectual property lawyers
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1