Southeast Asia Video Campaign (Quality-Informed AI Bidding)
Tags: Case Studies
TL;DR
- Integrating media quality signals into AI bidding lifted attention and slashed costs for a regional video campaign.
- Outcome: Higher video completion and much lower CPM versus the pre‑integration baseline.
Why it matters for HK marketers: Video budgets can achieve both efficiency and engagement by letting AI optimize to verified quality signals.
Campaign snapshot
- Market: Southeast Asia (video campaign).
- Tactic: Quality-informed AI bidding—verification signals fed into the bid optimization.
Results vs. pre‑quality‑signal baseline
- Attention: Significant improvement in video completion rate (VCR).
- Efficiency: Marked reduction in CPM alongside the attention lift.
+42% video completion rate (VCR) after integrating quality signals.
-52% CPM vs. pre‑quality‑signal baseline.
So what for marketers
Apply verification quality signals to video buying and optimize for VCR; expect parallel gains in attention and cost efficiency when models learn toward higher-quality inventory.
Sources:- Article3_Media_Quality_Performance_Lever_v12.docx
← Back to Knowledge Base