Real ChatGPT answer · index seed0FJuPy8JKxQcompleteLegal · finding a lawyercommercial

Do Nolo legal directory reviews actually help identify the best medical malpractice attorneys in San Francisco for a time sensitive case

ChatGPTgpt-63 queries10/30/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Do Nolo legal directory reviews actually help identify the best medical malpractice attorneys in San Francisco for a time sensitive case
3 real searches · 1 real-search pass
Nolo legal directory attorney reviews how reviews are collected verification methodology medical malpractice lawyersGoogle ↗
OBSERVEDReason
California medical malpractice statute of limitations CCP 340.5 officialGoogle ↗
OBSERVEDShort fact
State Bar of California certified legal specialist legal malpractice medical malpractice attorney searchGoogle ↗
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)
Short fact33%Other / navigationalComparisonConsequenceReason67%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 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
Nolo legal directory attorney reviews how reviews are collected verification methodology medical malpractice lawyers Google ↗
California medical malpractice statute of limitations CCP 340.5 official Google ↗
State Bar of California certified legal specialist legal malpractice medical malpractice attorney search Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Nolo legal directory attorney reviews how reviews are collected verification methodology medical malpractice lawyers
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
California medical malpractice statute of limitations CCP 340.5 official
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1
State Bar of California certified legal specialist legal malpractice medical malpractice attorney search
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1