Real ChatGPT answer · index seedgJRyN19Nd1ocompleteLegal · intellectual propertyinformational

Are there any free government search tools that actually work well for discovering prior art online before I spend thousands on a professional patent search?

ChatGPTgpt-63 queries11/1/2026
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The searches the AI actually ran for this prompt.

SEED QUERY
Are there any free government search tools that actually work well for discovering prior art online before I spend thousands on a professional patent search?
3 real searches · 1 real-search pass
official USPTO Patent Public Search advanced search help patent database featuresGoogle ↗
OBSERVEDOther / navigational
WIPO PATENTSCOPE official search coverage patent applications search featuresGoogle ↗
OBSERVEDOther / navigational
EPO Espacenet official worldwide patent search coverage CPC citationsGoogle ↗
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
official USPTO Patent Public Search advanced search help patent database features Google ↗
WIPO PATENTSCOPE official search coverage patent applications search features Google ↗
EPO Espacenet official worldwide patent search coverage CPC citations Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
official USPTO Patent Public Search advanced search help patent database features
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
WIPO PATENTSCOPE official search coverage patent applications search features
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
EPO Espacenet official worldwide patent search coverage CPC citations
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1