Real ChatGPT answer · index seediyXEjVhM7uIcompleteMarketing and advertising · marketing agenciescommercial
how do small advertising agencies choose between multiple programmatic ad networks when margins are super thin
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
how do small advertising agencies choose between multiple programmatic ad networks when margins are super thin
2 real searches · 1 real-search pass
programmatic advertising publisher ad network yield optimization net revenue fees payment terms small agencies compare networks 2025Google ↗
OBSERVEDComparison
programmatic media buying agency DSP fees transparency working media cost auction fees measurement invalid traffic brand safetyGoogle ↗
OBSERVEDReason
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
programmatic advertising publisher ad network yield optimization net revenue fees payment terms small agencies compare networks 2025 Google ↗
programmatic media buying agency DSP fees transparency working media cost auction fees measurement invalid traffic brand safety Google ↗
- Programmatic Advertising Costs: A Fee Transparency Guide · keepersdigital.com
- IAB - The Supply Chain Is Under Scrutiny. Transparency Is Critical to its Evolution. · iab.com
- Reed Smith Ad Bites #6: ANA Programmatic Media Supply Chain Transparency Study · reedsmith.com
- Programmatic Transparency Benchmark · s3.amazonaws.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
programmatic advertising publisher ad network yield optimization net revenue fees payment terms small agencies compare networks 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
programmatic media buying agency DSP fees transparency working media cost auction fees measurement invalid traffic brand safety OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |