Monitoring and maintaining your engagement rate on any social media platform can be hard.

For someone who is struggling with their engagement rate on Twitter, FollowerAudit is the perfect tool for them. Through this tool, you can run an audit of your followers. It will identify and list down all the fake, inactive, and spam followers for your [ these followers are basically the main reason for dropped engagement rate]. After identifying them you can get rid of such followers and watch your engagement rate instantly grow.

I found BytesView sentiment analysis to be extremely useful. Go ahead and give it a shot if you want to. They offer services in over 30 languages.

They have a large selection of text classification models to choose from, such as emotion analysis, semantic similarity, topic labeling, and many more.

The analysis models were ready to use and did not necessitate any advanced technical knowledge, which was extremely beneficial given my lack of experience in that area.

To get a better understanding of the process, you can also look at the demonstrations they provide for each model API.

I hope this is helpful.

Facing a really bad drop in my Twitter engagement rate please help with some suggestions