Real ChatGPT answer · index seedxIKwDCO4yoscompleteMarketing and advertising · marketing agenciescomparison

Which programmatic ad network offers better local targeting right now for an agency working with regional retail chains in the Midwest

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

The searches the AI actually ran for this prompt.

SEED QUERY
Which programmatic ad network offers better local targeting right now for an agency working with regional retail chains in the Midwest
1 real search · 1 real-search pass
2026 programmatic advertising platforms local targeting geofencing ZIP code DMA retail agencies Simpli.fi StackAdapt Basis The Trade Desk comparisonGoogle ↗
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 (1)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT1 real searches · gpt-6
2026 programmatic advertising platforms local targeting geofencing ZIP code DMA retail agencies Simpli.fi StackAdapt Basis The Trade Desk comparison Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 programmatic advertising platforms local targeting geofencing ZIP code DMA retail agencies Simpli.fi StackAdapt Basis The Trade Desk comparison
OBSERVED
Google ↗
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