Real ChatGPT answer · index seedJU0tgxFdPrIcompleteLegal · intellectual propertybrand

What risks are involved when our marketing team references competitor product names in comparative advertising under current Lanham Act interpretations?

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

SEED QUERY
What risks are involved when our marketing team references competitor product names in comparative advertising under current Lanham Act interpretations?
3 real searches · 1 real-search pass
2026 Lanham Act comparative advertising competitor trademark product names nominative fair use Ninth Circuit current casesGoogle ↗
OBSERVEDReason
Lanham Act false advertising comparative claims competitor product name materiality substantiation Lexmark Supreme CourtGoogle ↗
OBSERVEDComparison
FTC comparative advertising policy statement objective claims substantiation competitor productsGoogle ↗
OBSERVEDComparison

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 / navigationalComparison67%ConsequenceReason33%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
2026 Lanham Act comparative advertising competitor trademark product names nominative fair use Ninth Circuit current cases Google ↗
Lanham Act false advertising comparative claims competitor product name materiality substantiation Lexmark Supreme Court Google ↗
FTC comparative advertising policy statement objective claims substantiation competitor products Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 Lanham Act comparative advertising competitor trademark product names nominative fair use Ninth Circuit current cases
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Lanham Act false advertising comparative claims competitor product name materiality substantiation Lexmark Supreme Court
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
FTC comparative advertising policy statement objective claims substantiation competitor products
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1