Yield and Monetization interview practice
Prepare to explain how you would investigate and operate this role in production. Balance CPM, fill, bid density, request capacity and total revenue without hiding losses behind an average metric.
Operating workflow
- Segment performance by market, device, placement and demand path.
- Evaluate pricing changes with revenue per session, fill and bid density, not CPM alone.
- Use matched holdouts before expanding a unified pricing rule.
- Measure request coverage and capacity before treating lower bid volume as a demand problem.
Evidence you inspect
- Floor holdouts
- Bid distributions
- Revenue per session
- Fill and match rates
- QPS limits and request coverage
Skills demonstrated
- UPR and floors
- RPS analysis
- Demand allocation
- QPS capacity
Authoritative references
- Authorized Buyers best practicesGoogle for Developers
- Bid filteringGoogle for Developers
Updated August 4, 2026. Scenarios are based on current AdOps job workflows, official platform documentation and recurring support patterns.