Hello everyone, I previously worked for Meta, dedicating over five years to the ad algorithm team, and subsequently took on a Senior Engineer role in Reddit’s advertising division. Having assisted over 120 brands post-Meta, I want to share some less commonly discussed methods to elevate your revenue, assuming you already possess a B2B or e-commerce product.
Optimization
During my experience with Meta’s ad delivery framework, I realized the importance of precise technical execution on your website; otherwise, you might be wasting resources. Key technical aspects that influence ad algorithms include:
- Server-side API setup (important after iOS 14 changes)
- First-party cookie usage
- Detailed matching parameters
- Custom conversion triggers
- Logging events in real time
Tracking every significant user action on the server side can remarkably enhance ad performance compared to solely relying on client-side tracking.
First-Party Data Collection
Modern ad algorithms thrive on this data. It’s crucial to gather:
- User interaction trends
- Paths to conversion
- Conversion timing
- Signals of cart abandonment
- Metrics on feature utilization
Tip: Log these events server-side right away to mitigate the average 30% data loss associated with client-side only tracking.
Algorithm Optimization
From my insights into system building, I’ve identified key aspects:
- Quality scores of events are more reliable when logged server-side
- Matching conversions on the server-side
- Alignment of bidding strategies
- Signals of creative performance
The algorithm values server-sent signals significantly more than those from third-party pixels.
Email Engagement
I strongly believe in the synergy of paid and email marketing, especially for retargeting efforts. Common flows that are overlooked include:
- Cart abandonment for e-commerce
- Intent abandonment for B2B
These are distinct from merely abandoning checkout processes. Timing is crucial; for e-commerce, it’s about adding items to the cart, while for B2B, users viewing pricing details are key.
Many hesitate to implement such flows due to the manual effort involved, but utilizing cookies to connect user sessions can lead to targeted email campaigns for those interested in purchasing. This approach is often undervalued.
Pro Tip
Syncing email engagement metrics back to ad platforms using server events can enhance targeting efficiency by 25-30%. The crux lies in gathering high-quality first-party data that informs algorithms, which consistently results in improved ROAS when executed properly. If you need assistance with technical details, feel free to reach out, and I might create a follow-up post if there’s enough interest!