Real ChatGPT answer · index seedaTJpMpQtZd0completeLegal · intellectual propertycommercial

Which legal review sites should I trust when looking for a patent agent who specializes in software and understands the financial constraints of recent college grads?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which legal review sites should I trust when looking for a patent agent who specializes in software and understands the financial constraints of recent college grads?
3 real searches · 1 real-search pass
best websites to find and review registered patent agents USPTO practitioner directory Avvo Martindale Justia patent agent reviews software patentGoogle ↗
OBSERVEDOther / navigational
USPTO search patent practitioners registered patent agents official directory OEDGoogle ↗
OBSERVEDOther / navigational
patent agent directory reviews software patent practitioners AIPLA directoryGoogle ↗
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 factOther / navigational67%ComparisonConsequenceReason33%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
best websites to find and review registered patent agents USPTO practitioner directory Avvo Martindale Justia patent agent reviews software patent Google ↗
USPTO search patent practitioners registered patent agents official directory OED Google ↗
patent agent directory reviews software patent practitioners AIPLA directory Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best websites to find and review registered patent agents USPTO practitioner directory Avvo Martindale Justia patent agent reviews software patent
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
USPTO search patent practitioners registered patent agents official directory OED
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
patent agent directory reviews software patent practitioners AIPLA directory
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1