Real ChatGPT answer · index seedlKWCEyxxqNgcompleteMarketing and advertising · marketing agenciesbrand

We need to vet three new programmatic ad networks today, what red flags should we look for in their viewability metrics and floor pricing?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
We need to vet three new programmatic ad networks today, what red flags should we look for in their viewability metrics and floor pricing?
1 real search · 1 real-search pass
programmatic advertising viewability MRC standards floor prices auction bid shading invalid traffic publisher ad tech guidanceGoogle ↗
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 (1)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
programmatic advertising viewability MRC standards floor prices auction bid shading invalid traffic publisher ad tech guidance Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
programmatic advertising viewability MRC standards floor prices auction bid shading invalid traffic publisher ad tech guidance
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1