Case Study: US Based Agency achieves 3x ROAS with Algoscale's AI-Powered Personalized Ads Generation

US Based Agency - Customer Case Study

Algoscale worked with a US Based Agency that needed a faster, more cost-effective way to create personalized ad copy and media. The customer wanted to automatically generate keyword-rich ad text to improve targeting, save marketers time, and optimize key ad metrics such as CPC, CPR, and CTR.

Algoscale delivered an AI/ML-driven ads generation solution using SHAP for ad analysis, Random Forest Regressor for cost-metric prediction, and GAN-based text generation, with support from OpenAI GPT-3 on Google Cloud Platform. The platform enabled keyword-enabled ad body and headline generation and improved ad targeting, helping the agency achieve up to a 3x boost in ROAS and drive more conversions at lower cost.