Real ChatGPT answer · index seedN4OOSx2b7M4completeMarketing and advertising · local marketinghowto

What factors are currently driving up CPM rates for digital roadside billboards along major commuter highways in the northeast

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

The searches the AI actually ran for this prompt.

SEED QUERY
What factors are currently driving up CPM rates for digital roadside billboards along major commuter highways in the northeast
2 real searches · 1 real-search pass
2026 digital out of home advertising CPM rates drivers Northeast roadside billboards commuter highways inventory demand programmatic audience measurementGoogle ↗
OBSERVEDReason
2026 out of home advertising market trends digital billboard pricing CPM audience impressions Northeast United StatesGoogle ↗
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

ChatGPT2 real searches · gpt-6
2026 digital out of home advertising CPM rates drivers Northeast roadside billboards commuter highways inventory demand programmatic audience measurement Google ↗
2026 out of home advertising market trends digital billboard pricing CPM audience impressions Northeast United States Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 digital out of home advertising CPM rates drivers Northeast roadside billboards commuter highways inventory demand programmatic audience measurement
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
2026 out of home advertising market trends digital billboard pricing CPM audience impressions Northeast United States
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1