Real ChatGPT answer · index seedFsLrI6RNFeYcompleteMarketing and advertising · ad platformsinformational

Can you break down what programmatic display buying platforms charge in fees compared to traditional direct media buys?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Can you break down what programmatic display buying platforms charge in fees compared to traditional direct media buys?
2 real searches · 1 real-search pass
programmatic advertising supply chain fees DSP SSP take rates advertiser media spend transparency study ANA 2024 2025Google ↗
OBSERVEDReason
direct publisher media buying fees agency commission ad serving fees comparison programmatic display CPM feesGoogle ↗
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).

Searches and sources

ChatGPT2 real searches · gpt-6
programmatic advertising supply chain fees DSP SSP take rates advertiser media spend transparency study ANA 2024 2025 Google ↗
direct publisher media buying fees agency commission ad serving fees comparison programmatic display CPM fees Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
programmatic advertising supply chain fees DSP SSP take rates advertiser media spend transparency study ANA 2024 2025
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
direct publisher media buying fees agency commission ad serving fees comparison programmatic display CPM fees
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1