Real ChatGPT answer · index seedkPTIc2Hb050completeMarketing and advertising · local marketinglocal

Can you estimate the total production and media placement costs for a vinyl billboard campaign targeting commuters driving from Wake Forest into downtown Raleigh?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you estimate the total production and media placement costs for a vinyl billboard campaign targeting commuters driving from Wake Forest into downtown Raleigh?
2 real searches · 1 real-search pass
Raleigh NC billboard advertising rates 14x48 monthly cost Wake Forest Raleigh outdoor advertisingGoogle ↗
OBSERVEDComparison
billboard vinyl printing production installation cost 14x48 billboard 2026Google ↗
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 / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / 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
Raleigh NC billboard advertising rates 14x48 monthly cost Wake Forest Raleigh outdoor advertising Google ↗
billboard vinyl printing production installation cost 14x48 billboard 2026 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Raleigh NC billboard advertising rates 14x48 monthly cost Wake Forest Raleigh outdoor advertising
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
billboard vinyl printing production installation cost 14x48 billboard 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1