Real ChatGPT answer · index seedfDAuAhqNbfAcompleteLegal · intellectual propertyinformational

What resources and database search strategies do professional patent attorneys recommend for finding obscure prior art for mechanical engineering inventions?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What resources and database search strategies do professional patent attorneys recommend for finding obscure prior art for mechanical engineering inventions?
3 real searches · 1 real-search pass
patent attorney strategies finding obscure prior art mechanical engineering CPC classification citation searching non patent literature trade catalogs manualsGoogle ↗
OBSERVEDReason
USPTO patent search resources CPC classification prior art search non patent literature mechanical inventionsGoogle ↗
OBSERVEDReason
EPO Espacenet Global Dossier patent prior art search classification citations patent familiesGoogle ↗
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 / navigationalComparisonConsequenceReason100%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
patent attorney strategies finding obscure prior art mechanical engineering CPC classification citation searching non patent literature trade catalogs manuals Google ↗
USPTO patent search resources CPC classification prior art search non patent literature mechanical inventions Google ↗
EPO Espacenet Global Dossier patent prior art search classification citations patent families Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
patent attorney strategies finding obscure prior art mechanical engineering CPC classification citation searching non patent literature trade catalogs manuals
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
USPTO patent search resources CPC classification prior art search non patent literature mechanical inventions
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
EPO Espacenet Global Dossier patent prior art search classification citations patent families
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1