Web scraping challenges, ranging from IP bans and data accuracy to legal compliance issues, can trip up businesses trying to use web data to fuel machine learning and to make better decisions.

In 2020, Quibi entered the streaming market with high hopes. They wanted to offer a unique service and capture a market share of the booming industry. But the company didn't conduct extensive product intelligence research.