Why fraud detection tools often disagree with each other.
Why fraud reports can vary across vendors, and how advertisers should evaluate traffic quality beyond a single score.
Product updates, research notes, ecosystem analysis, and operational thinking for teams building modern performance advertising systems.
New scoring lanes improve auction decisions across demand intent, supply quality, fraud risk, and payout economics.
Why fraud reports can vary across vendors, and how advertisers should evaluate traffic quality beyond a single score.
A field note on routing, conversion probability, auction latency, and margin-aware buying.
Cleaner reconciliation for advertisers and publishers operating across multiple performance systems.
How QORA balances speed, quality, and conversion probability inside the decision loop.
Why quality controls need to sit before spend, not after reconciliation.
QORA is expanding onboarding lanes for advertisers, publishers, and agencies operating at scale.
How CPC and CPM flows can be converted into outcome-priced economics when the platform sees both sides.