Real ChatGPT answer · index seedZY5dyxYkT1UcompleteMarketing and advertising · marketing agenciesinformational

Hey can you explain how programmatic ad networks actually work for someone who just opened a small marketing agency

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

The searches the AI actually ran for this prompt.

SEED QUERY
Hey can you explain how programmatic ad networks actually work for someone who just opened a small marketing agency
2 real searches · 1 real-search pass
programmatic advertising real-time bidding DSP SSP ad exchange explanation IAB officialGoogle ↗
OBSERVEDReason
The Trade Desk DSP advertiser platform agency access minimum spend StackAdapt agency platform officialGoogle ↗
OBSERVEDOther / navigational

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 / navigational50%ComparisonConsequenceReason50%DefinitionInstructionYes / no

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 real-time bidding DSP SSP ad exchange explanation IAB official Google ↗
The Trade Desk DSP advertiser platform agency access minimum spend StackAdapt agency platform official Google ↗
  1. StackAdapt · stackadapt.com
  2. Basis · basis.com
  3. The Trade Desk · thetradedesk.com
  4. Google DV360 · marketingplatform.google.com
  5. IAB (Interactive Advertising Bureau) · iab.com
  6. IAB's Programmatic Beginner's Guide · iabuk.com
  7. Amazon's Real-Time Bidding Guide · advertising.amazon.com
  8. IAB · iab.com
  9. Programmatic Auction Definitions · iabtechlab.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
programmatic advertising real-time bidding DSP SSP ad exchange explanation IAB official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
The Trade Desk DSP advertiser platform agency access minimum spend StackAdapt agency platform official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1