Project
Performance Max (PMax) & Search Scaling for a USA-Based Lighting eCommerce Brand
- Goal: Scale revenue aggressively while maintaining acquisition efficiency, ROAS stability, and controlled spend growth across Google Ads.
- Focused on improving revenue output through smarter campaign segmentation, signal-quality improvements, budget concentration, and inventory prioritization.
- Implemented a disciplined scaling framework designed to increase revenue faster than spend while preserving operational efficiency and conversion consistency.
Performance Highlights & Wins
Revenue Scaling
- Increased revenue from $216K → $234K (+8.3%) within a 28-day optimization cycle.
- Successfully scaled total revenue while maintaining strong account efficiency.
ROAS Improvement
- Improved ROAS from 3.06 → 3.17 (+3.6%) despite increasing spend and scaling campaign volume.
- Enhanced return efficiency while expanding campaign reach.
Controlled Spend Expansion
- Increased ad spend modestly from $70.6K → $73.6K (+4.2%) while generating stronger revenue growth relative to spend increase.
- Achieved sustainable scaling without aggressive cost inflation.
Stable Purchase Efficiency
- Maintained stable cost-per-purchase performance around $26–27 during revenue expansion.
- Preserved acquisition efficiency despite larger budget deployment.
Performance Signal Optimization
- Improved Smart Bidding signal quality and campaign alignment through cleaner segmentation and stronger inventory prioritization.
- Reduced low-efficiency exposure and concentrated spend toward high-performing revenue drivers.
Strategy & Campaign Setup
PMax & Search Segmentation Framework
- Re-structured campaign allocation across:
- Performance Max campaigns
- Search campaigns
- high-converting product categories
- profitable inventory segments
- Improved campaign segmentation to strengthen bidding accuracy and revenue concentration.
Budget Reallocation Strategy
- Reallocated budget toward:
- highest-converting campaigns
- strong-margin inventory
- profitable product segments
- proven revenue-driving SKUs
- Reduced exposure to low-efficiency segments and weaker performers.
Smart Bidding Signal Enhancement
- Improved signal density and conversion-quality inputs for automated bidding systems.
- Strengthened bidding signal alignment to improve Smart Bidding efficiency and ROAS stability.
Inventory & Feed Optimization
- Improved product prioritization and query-product alignment through:
- cleaner feed structure
- stronger inventory segmentation
- high-intent product prioritization
- Increased visibility share across profitable product groups and high-intent searches.
Revenue Tracking & Conversion Consistency
- Cleaned and validated conversion tracking inputs to improve:
- revenue attribution accuracy
- Smart Bidding optimization quality
- ROAS measurement consistency
- Ensured stronger operational data quality for scaling decisions.
Performance Monitoring & Scaling Controls
- Continuously monitored:
- revenue trends
- ROAS stability
- spend allocation
- signal quality
- inventory performance
- cost-per-purchase consistency
- Applied disciplined scaling controls to preserve efficiency while increasing revenue volume and campaign scale.