Real ChatGPT answer · index seed2CxADWznla8completeMarketing and advertising · marketing agenciesinformational
As a working mom running a small ad shop, I need to know how to evaluate programmatic ad networks to ensure our client budgets aren't getting wasted on bot traffic.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
As a working mom running a small ad shop, I need to know how to evaluate programmatic ad networks to ensure our client budgets aren't getting wasted on bot traffic.
1 real search · 1 real-search pass
IAB Tech Lab invalid traffic guidelines GIVT SIVT ads.txt sellers.json SupplyChain Object MRC viewability standard TAG certified against fraud programmatic advertisingGoogle ↗
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
IAB Tech Lab invalid traffic guidelines GIVT SIVT ads.txt sellers.json SupplyChain Object MRC viewability standard TAG certified against fraud programmatic advertising Google ↗
- TAG website · tagtoday.net
- ads.txt - Authorized Digital Sellers · iabtechlab.com
- sellers.json Supply Chain Transparency · iabtechlab.com
- Security & Fraud · iabtechlab.com
Queries
1 queries · click a column to sort