Technical Implementation of Deep Competitor Resolution
Bestever AI's competition analysis module establishes a multi-dimensional competitor research system by directly interfacing with official data sources such as Meta Ads Library. When a user inputs information about a competitor's brand, the system automatically grabs the brand's advertising materials on various platforms and conducts structured analysis through NLP technology and computer vision algorithms to identify combinations of creative elements with high conversion rates, including high-frequency use of pain-point expressions, visual effect preferences, and conversion discourse patterns.
The significant advantages that distinguish it from traditional manual analysis are reflected in: 1) comprehensive data coverage: simultaneously monitoring multi-platform advertising strategies such as Facebook, Instagram, LinkedIn, etc.; 2) real-time assurance: automatically updating the latest placement materials to capture marketing dynamics; 3) intelligent generation of solutions: based on the results of the analysis, it automatically produces brand-adapted optimization solutions. For example, when identifying rivals' frequent use of 'before-after' comparison videos in beauty product advertisements, the system will suggest similar creative frameworks while automatically generating differentiated versions in combination with the user's brand colors.
This answer comes from the articleBestever: an analytics tool for generating high-performance ad variantsThe
