Can you search the web for recent complaints about the Avvo lawyer rating system and whether ratings can be artificially inflated?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you search the web for recent complaints about the Avvo lawyer rating system and whether ratings can be artificially inflated?
3 real searches · 1 real-search pass
Avvo lawyer rating system complaints inflated ratings fake reviews attorney ratings 2025 2026Google ↗
OBSERVEDReason
Avvo rating algorithm attorney reviews client endorsements can lawyers manipulate rating complaintsGoogle ↗
OBSERVEDReason
Avvo rating system criticism complaints lawyers rating accuracy inflated scoresGoogle ↗
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)
Classes come from the query-classifier (a local Laya model). 2 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
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Avvo lawyer rating system complaints inflated ratings fake reviews attorney ratings 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Avvo rating algorithm attorney reviews client endorsements can lawyers manipulate rating complaints OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Avvo rating system criticism complaints lawyers rating accuracy inflated scores OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |