Real ChatGPT answer · index seedVqMfvNJcRyscompleteMarketing and advertising · ad platformscommercial
Which programmatic display buying platforms provide the most transparent view-ability metrics and fraud prevention tools today?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which programmatic display buying platforms provide the most transparent view-ability metrics and fraud prevention tools today?
3 real searches · 1 real-search pass
2026 programmatic display DSP transparency viewability reporting fraud prevention tools The Trade Desk DV360 Amazon DSP Yahoo DSP IAS DoubleVerify HUMANGoogle ↗
OBSERVEDOther / navigational
2026 DSP ad fraud prevention pre-bid viewability verification IAS DoubleVerify HUMAN partnerships platform capabilities 2026Google ↗
OBSERVEDInstruction
The Trade Desk reporting transparency log level data supply path optimization ad verification viewability officialGoogle ↗
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
2026 programmatic display DSP transparency viewability reporting fraud prevention tools The Trade Desk DV360 Amazon DSP Yahoo DSP IAS DoubleVerify HUMAN Google ↗
2026 DSP ad fraud prevention pre-bid viewability verification IAS DoubleVerify HUMAN partnerships platform capabilities 2026 Google ↗
The Trade Desk reporting transparency log level data supply path optimization ad verification viewability official Google ↗
- Reports · partner.thetradedesk.com
- Top DSPs for Ad Fraud Protection and Brand Safety in 2026 · basis.com
- Digital · mediaratingcouncil.org
- Digital · mediaratingcouncil.org
- Approved third-party providers · advertising.amazon.com
- DV Viewability: Make Sure Your Ad Can Be Seen · doubleverify.com
- HUMAN Ad Viewability Measurement Earns MRC Accreditation · humansecurity.com
- Viewability for Platforms · humansecurity.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 programmatic display DSP transparency viewability reporting fraud prevention tools The Trade Desk DV360 Amazon DSP Yahoo DSP IAS DoubleVerify HUMAN OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
2026 DSP ad fraud prevention pre-bid viewability verification IAS DoubleVerify HUMAN partnerships platform capabilities 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
The Trade Desk reporting transparency log level data supply path optimization ad verification viewability official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |