Real ChatGPT answer · index seedNzyFVFKI7tIcompleteMarketing and advertising · marketing agenciesinformational
Which programmatic ad networks currently offer the highest yield and lowest discrepancy rates for independent agencies managing heavy programmatic video budgets?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which programmatic ad networks currently offer the highest yield and lowest discrepancy rates for independent agencies managing heavy programmatic video budgets?
3 real searches · 1 real-search pass
2026 programmatic video SSP comparison CTV yield discrepancy rates independent agencies Magnite FreeWheel PubMatic Index Exchange OpenXGoogle ↗
OBSERVEDComparison
programmatic ad discrepancy rate video SSP publisher ad server measurement discrepancies best practices 2025 2026Google ↗
OBSERVEDReason
CTV programmatic supply path optimization SSP fees transparency video yield Magnite FreeWheel PubMatic Index Exchange 2026Google ↗
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 video SSP comparison CTV yield discrepancy rates independent agencies Magnite FreeWheel PubMatic Index Exchange OpenX Google ↗
programmatic ad discrepancy rate video SSP publisher ad server measurement discrepancies best practices 2025 2026 Google ↗
CTV programmatic supply path optimization SSP fees transparency video yield Magnite FreeWheel PubMatic Index Exchange 2026 Google ↗
- Pixalate Releases Q3 2026 CTV Seller Trust Index 2.0: <1% of CTV Inventory In US Resold Via Arbitrage, Lowest of Any Channel; Google AdExchange Top-Ranked 'Direct' Seller on 5 CTV Platforms · pixalate.com
- Pixalate's H2 2024 North America Supply Path Optimization (SPO) Rankings for Web, CTV, & Mobile · pixalate.com
- Introducing new pathways to programmatic CTV at scale · walmartconnect.com
- SSPs lead programmatic shift as they step into role of publisher data providers · emarketer.com
- Pixalate Releases Q3 2026 CTV Seller Trust Index 2.0: Less Than 1% of CTV Inventory In US Resold Through Arbitrage, Lowest of Any Channel; Google AdExchange Top-Ranked 'Direct' Seller on All Five CTV Platforms · todayinbusiness.com
- ANA Programmatic Transparency Benchmark Reveals Widening Gap Between Top and Bottom Advertisers | About the ANA · ana.net
- Troubleshoot counting discrepancies · help.equativ.com
- Dealing with ad discrepancies (your reports/third-party reports) · help.tritondigital.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 programmatic video SSP comparison CTV yield discrepancy rates independent agencies Magnite FreeWheel PubMatic Index Exchange OpenX OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
programmatic ad discrepancy rate video SSP publisher ad server measurement discrepancies best practices 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
CTV programmatic supply path optimization SSP fees transparency video yield Magnite FreeWheel PubMatic Index Exchange 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |