The evidence behind the work

What optimization can actually deliver — drawn from published industry research and platform case studies, not our own claims.

Published study · AdMonsters

Header bidding lifts average CPM by roughly 20%

An industry-wide study measuring the yield impact of adopting header bidding across publisher inventory.

+20%
average CPM lift
Source: AdMonsters research
Platform case study · PubMatic

Media company raises CPM 50% after header bidding integration

PubMatic's published case study on an entertainment and news media client that adopted header bidding.

+50%
average CPM increase
Source: PubMatic
Platform case study · Playwire

Education publisher achieves 168% higher CPMs through traffic optimization

Playwire's published case study on a major education website that rebalanced supply quality and demand.

+168%
CPM increase
Source: Playwire
Platform case study · Mediavine

Publisher doubles revenue with fewer ads per page

Mediavine's published case study showing CPM gains from higher-quality demand rather than more ad units.

+121%
CPM increase
Source: Mediavine

All figures are published third-party data points, shown for context on what yield and measurement optimization can achieve.

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