Real ChatGPT answer · index seed2vS2auoaEJscompleteAutomotive · car accessoriescommercial

Are magnetic license plate frames legal in most states or do they fall off too easily on the highway?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are magnetic license plate frames legal in most states or do they fall off too easily on the highway?
2 real searches · 1 real-search pass
United States state laws license plate frames obstruction visibility 50 state overview 2026Google ↗
OBSERVEDReason
magnetic license plate mount highway speed retention magnets automotive testingGoogle ↗
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 (2)
Short factOther / navigationalComparison50%ConsequenceReason50%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
United States state laws license plate frames obstruction visibility 50 state overview 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
magnetic license plate mount highway speed retention magnets automotive testing
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1