3. The method as recited in claim 2 , further comprising providing an indication of whether the predicted engagement score for each of the one or more alternative words is higher than the predicted engagement level for the draft of the social media post.
3. The method as recited in claim 2 , further comprising providing an indication of whether the predicted engagement score for each of the one or more alternative words is higher than the predicted engagement level for the draft of the social media post. 4. The method as recited in claim 3 , wherein the one or more features in common with the social media post comprise one or more of a term frequency for a given term in the social media post, a time at which the social media post was submitted, a date the social media post was submitted, a time since another social media post was submitted containing the query word, a number of posts containing the query word submitted within a threshold time frame, a length of the social media post, a type of the social media post, an indicator of how original the social media post is, or an indicator of a popularity of a social media post.