Are there hidden fees associated with booking digital billboard space through automated exchanges in the Michigan market?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are there hidden fees associated with booking digital billboard space through automated exchanges in the Michigan market?
2 real searches · 1 real-search pass
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)
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
Michigan programmatic digital out of home billboard advertising fees DSP SSP exchange platform fees ad tech transparency Google ↗
programmatic DOOH hidden fees data fees verification fees exchange fees media owner CPM transparency Google ↗
- SECTION III: PROGRAMMATIC COMPENSATION AND TRANSPARENCY · s3.amazonaws.com
- IAB - The Supply Chain Is Under Scrutiny. Transparency Is Critical to its Evolution. · iab.com
- Understanding programmatic transactions for DOOH · vistarmedia.com
- DOOH Advertising in Detroit: 2026 Pricing, Venues & Buying Guide · adquick.com
- Highway advertising (billboard) permits · michigan.gov
- OAAA Programmatic OOH Transparency Pledge · oaaa.org
- OAAA and Industry Leaders Launch First-Ever Transparency Pledge to Underscore High Levels of Trust in Programmatic Out of Home Advertising · oaaa.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Michigan programmatic digital out of home billboard advertising fees DSP SSP exchange platform fees ad tech transparency OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
programmatic DOOH hidden fees data fees verification fees exchange fees media owner CPM transparency OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |