Hello everyone,
I’m a newcomer to affiliate marketing who started in October 2025. Currently, my main setup is using GoldenGoose (GG) + Skro + PropellerAds for my campaigns. I rely heavily on a cross-platform AI software I developed myself to manage my marketing efforts.
Right now, my software can automatically analyze campaigns, deploy ads, collect log data, and perform real-time optimization. Based on what I’ve learned from this forum, the optimization features include:
Through this post, I want to exchange ideas with the community on two key topics:
I’m a newcomer to affiliate marketing who started in October 2025. Currently, my main setup is using GoldenGoose (GG) + Skro + PropellerAds for my campaigns. I rely heavily on a cross-platform AI software I developed myself to manage my marketing efforts.
Right now, my software can automatically analyze campaigns, deploy ads, collect log data, and perform real-time optimization. Based on what I’ve learned from this forum, the optimization features include:
- Basic Data Analysis:
- ISP analysis: The system automatically blocks ISPs, data centers, and virtual devices from non-target countries.
- IP analysis: It automatically blocks traffic from websites outside my target regions.
- Device analysis: It filters out traffic from non-target device types and fraudulent device sources.
- All this data is collected and categorized by country and campaign type, so it can be automatically applied to similar campaigns in the future.
- Advanced Algorithmic Optimization:
- I’ve also implemented various algorithms for optimization, such as confidence interval analysis.
Through this post, I want to exchange ideas with the community on two key topics:
- How to optimize campaigns using intelligent methods (e.g., multi-armed bandit algorithms).
- How we should adapt in the AI era:
- My
