Real ChatGPT answer · index seedXtyOyEwgD3gcompleteMarketing and advertising · marketing agenciesinformational
Which programmatic ad networks actually offer good fill rates and fraud protection today for an agency managing a tight mid-market client budget?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which programmatic ad networks actually offer good fill rates and fraud protection today for an agency managing a tight mid-market client budget?
2 real searches · 1 real-search pass
2026 programmatic advertising networks fill rates fraud prevention IVT mid market agency Google Ad Exchange Magnite PubMatic Index Exchange OpenX EquativGoogle ↗
OBSERVEDComparison
programmatic ad network fraud protection ads.txt sellers.json schain prebid mid market agency comparison 2026Google ↗
OBSERVEDComparison
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 (2)
Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
2026 programmatic advertising networks fill rates fraud prevention IVT mid market agency Google Ad Exchange Magnite PubMatic Index Exchange OpenX Equativ Google ↗
programmatic ad network fraud protection ads.txt sellers.json schain prebid mid market agency comparison 2026 Google ↗
- Top DSPs for Ad Fraud Protection and Brand Safety in 2026 · basis.com
- Pixalate Releases Q2 2026 Web Seller Trust Index 2.0: 15.3% · globenewswire.com
- Programmatic Ad Exchange Quality · indexexchange.com
- Responsible Advertising and Data Governance · magnite.com
- Google uses AI in new ways to fight invalid ad traffic · blog.google
- ANA Programmatic Transparency Benchmark Reveals Widening Gap Between Top and Bottom Advertisers | About the ANA · ana.net
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 programmatic advertising networks fill rates fraud prevention IVT mid market agency Google Ad Exchange Magnite PubMatic Index Exchange OpenX Equativ OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
programmatic ad network fraud protection ads.txt sellers.json schain prebid mid market agency comparison 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |