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Intelligence Node’s team of data scientists has worked on developing intelligent, automated strategies to overcome crawling challenges such as high costs, labor intensiveness, and low success rates. The team uses a custom-tuned transformer-encoder-based network (similar to BERT) which converts webpage to text for information retrieval of generic information available on product pages such as price, title, description, and image URLs. When crawling is not an option, the analytics and data science team uses visual, AI-based crawling solution.