Doesn't that stunningly miss the point of sentiment analysis and customer service? If you are optimizing the score with your own output in what way does the sentiment represent a proxy for any meaningful business measure like retention, loyalty or willingness to pay? Surely it's just a proxy for "we have a fella who tweets"?