Real ChatGPT answer · index seed6XyXiCK3FQccompleteMarketing and advertising · marketing agencieslocal
What programmatic ad networks have the best publisher inventory for targeting college students attending universities in North Carolina?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What programmatic ad networks have the best publisher inventory for targeting college students attending universities in North Carolina?
3 real searches · 1 real-search pass
programmatic advertising platforms college student audience publisher inventory higher education campus media 2026Google ↗
OBSERVEDOther / navigational
college student audience programmatic advertising network publishers campus targeting United StatesGoogle ↗
OBSERVEDOther / navigational
programmatic DSP college students audience segments publisher inventory geofencing universities North CarolinaGoogle ↗
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
programmatic advertising platforms college student audience publisher inventory higher education campus media 2026 Google ↗
college student audience programmatic advertising network publishers campus targeting United States Google ↗
programmatic DSP college students audience segments publisher inventory geofencing universities North Carolina Google ↗
- NMS Digital Advertising Platform Rate Card #1 · nationalmediaspots.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
programmatic advertising platforms college student audience publisher inventory higher education campus media 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
college student audience programmatic advertising network publishers campus targeting United States OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
programmatic DSP college students audience segments publisher inventory geofencing universities North Carolina OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |