What I like best is how easy it is to turn unstructured text into useful information without building an NLP pipeline from scratch. The sentiment and entity analysis are particularly helpful for understanding customer feedback, while content classification and syntax analysis make it useful for organizing and processing large volumes of text. Review collected by and hosted on G2.com.

The main thing I dislike is that the API can feel limited for more nuanced language understanding. Sentiment analysis and entity extraction work well for straightforward text, but complex context, sarcasm, or ambiguous wording can be harder to interpret accurately. I also find the usage-based pricing less attractive at higher volumes, since charges are based on the amount of text processed. Review collected by and hosted on G2.com.