Real ChatGPT answer · index seed3vxPMQiTV4ccompleteMarketing and advertising · marketing agenciesinformational
What metrics should digital agencies use when evaluating programmatic ad networks for CTV inventory to avoid ad fraud?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What metrics should digital agencies use when evaluating programmatic ad networks for CTV inventory to avoid ad fraud?
3 real searches · 1 real-search pass
IAB Tech Lab CTV ad fraud guidelines app-ads.txt sellers.json schain CTV invalid traffic measurementGoogle ↗
OBSERVEDReason
MRC standards invalid traffic CTV OTT measurement guidelines sophisticated invalid trafficGoogle ↗
OBSERVEDReason
TAG Certified Against Fraud program guidelines digital advertising CTV supply chain fraud metricsGoogle ↗
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
IAB Tech Lab CTV ad fraud guidelines app-ads.txt sellers.json schain CTV invalid traffic measurement Google ↗
MRC standards invalid traffic CTV OTT measurement guidelines sophisticated invalid traffic Google ↗
TAG Certified Against Fraud program guidelines digital advertising CTV supply chain fraud metrics Google ↗
- CTV Programmatic Guide · iabtechlab.com
- Anti-Fraud & Transparency in CTV Advertising · iabtechlab.com
- DoubleVerify · doubleverify.com
- IAS · integralads.com
- HUMAN · humansecurity.com
- Pixalate · pixalate.com
- Digital · mediaratingcouncil.org
- Digital · mediaratingcouncil.org
- Media Rating Council, Inc. · mediaratingcouncil.org
- Media Rating Council – Measurement Standards · mediaratingcouncil.org
- IAB Tech Lab – ads.txt and app-ads.txt · iabtechlab.com
- Trustworthy Accountability Group (TAG) · tagtoday.net
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
IAB Tech Lab CTV ad fraud guidelines app-ads.txt sellers.json schain CTV invalid traffic measurement OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
MRC standards invalid traffic CTV OTT measurement guidelines sophisticated invalid traffic OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
TAG Certified Against Fraud program guidelines digital advertising CTV supply chain fraud metrics OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |