Real ChatGPT answer · index seedspKRlBKVppYcompleteMarketing and advertising · ad platformscommercial

Can you compare the top programmatic display buying platforms specifically for targeting working parents with household income over one hundred thousand dollars?

ChatGPTgpt-65 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you compare the top programmatic display buying platforms specifically for targeting working parents with household income over one hundred thousand dollars?
5 real searches · 1 real-search pass
2026 programmatic DSP audience targeting household income parental status working parents The Trade Desk DV360 Amazon DSP StackAdapt Yahoo DSP BasisGoogle ↗
OBSERVEDOther / navigational
The Trade Desk audience marketplace household income parent segments data providers targeting officialGoogle ↗
OBSERVEDReason
Google Display & Video 360 audience targeting household income parental status officialGoogle ↗
OBSERVEDOther / navigational
Amazon DSP audience targeting household income parents demographics officialGoogle ↗
OBSERVEDOther / navigational
StackAdapt audience targeting household income parents third party data officialGoogle ↗
OBSERVEDShort fact

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 (5)
Short fact20%Other / navigational60%ComparisonConsequenceReason20%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 5 of 5 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT5 real searches · gpt-6
2026 programmatic DSP audience targeting household income parental status working parents The Trade Desk DV360 Amazon DSP StackAdapt Yahoo DSP Basis Google ↗
The Trade Desk audience marketplace household income parent segments data providers targeting official Google ↗
Google Display & Video 360 audience targeting household income parental status official Google ↗
Amazon DSP audience targeting household income parents demographics official Google ↗
StackAdapt audience targeting household income parents third party data official Google ↗
  1. About audience personas · support.google.com
  2. Demographics targeting · support.google.com
  3. Audience Targeting · thetradedesk.com
  4. How to reach financial services consumers with Experian Audiences · experian.com
  5. The Ultimate Guide to Connected TV Advertising · d343x6qscsp61h.cloudfront.net
  6. Display Advertising Platform · basis.com
  7. FAQ · yahooinc.com
  8. About Targeting · help.yahooinc.com
  9. Experian marketing services · experian.com
  10. Society Audience Segments · inmarket.com
  11. InMarket · inmarket.com
  12. Build an Audience Segment · docs.foursquare.com
  13. Foursquare · foursquare.com
  14. LiveRamp · liveramp.com

Queries

5 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 programmatic DSP audience targeting household income parental status working parents The Trade Desk DV360 Amazon DSP StackAdapt Yahoo DSP Basis
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
The Trade Desk audience marketplace household income parent segments data providers targeting official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Google Display & Video 360 audience targeting household income parental status official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Amazon DSP audience targeting household income parents demographics official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
StackAdapt audience targeting household income parents third party data official
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1