Real ChatGPT answer · index seedsaGdzjVYrJUcompleteMarketing and advertising · ad platformsinformational
How do data management platforms feed into programmatic display buying platforms during real-time bidding auctions today?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do data management platforms feed into programmatic display buying platforms during real-time bidding auctions today?
3 real searches · 1 real-search pass
how DMP audience segments activate in DSP real-time bidding cookie sync bid request OpenRTB identity 2025 2026Google ↗
OBSERVEDReason
IAB Tech Lab OpenRTB user data segments user.ext data bid request specificationGoogle ↗
OBSERVEDReason
Google Ad Manager audience segments DSP real-time bidding first party data privacy addressability documentationGoogle ↗
OBSERVEDInstruction
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
how DMP audience segments activate in DSP real-time bidding cookie sync bid request OpenRTB identity 2025 2026 Google ↗
IAB Tech Lab OpenRTB user data segments user.ext data bid request specification Google ↗
Google Ad Manager audience segments DSP real-time bidding first party data privacy addressability documentation Google ↗
- Leveraging Lambda@Edge for AdTech: Cookie Syncing at the Edge · aws.amazon.com
- Identity Solutions Guidance FINAL Version DRAFT · ppc.land
- openrtb2.x/2.6.md at main · InteractiveAdvertisingBureau/openrtb2.x · github.com
- Publisher provided signals (PPS) for Real-time Bidding (RTB) · support.google.com
- OpenRTB Integration | Real-time Bidding | Google for Developers · developers.google.com
- IAB · iab.com
- New ways for publishers to activate first-party data · blog.google
- Create first-party audience segments · support.google.com
- Restricted data processing settings · support.google.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
how DMP audience segments activate in DSP real-time bidding cookie sync bid request OpenRTB identity 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
IAB Tech Lab OpenRTB user data segments user.ext data bid request specification OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Google Ad Manager audience segments DSP real-time bidding first party data privacy addressability documentation OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |