Assessing the need for a new reaction involves two strategies, based on whether Facebook has a specific reaction in mind or is open to any new addition. If it’s the former, it would be advantageous to carry out user surveys and analyze how many potential users might utilize this reaction. Conversely, if it’s the latter, examining historical user data for patterns, such as popular comments that could be represented by a new reaction, along with user surveys to identify emotions or sentiments that lack representation, would be more suitable. After introducing a 7th reaction, its success can be evaluated through various methods. Quantitative metrics, such as tracking the usage of the new reaction over time and comparing it to existing reactions, can provide clear insights. Additionally, assessing whether posts that previously received no reactions are now attracting more engagement due to the new addition would indicate that a gap has been addressed. For qualitative evaluation, conducting follow-up user surveys to compare the anticipated usage of the new reaction with its actual usage could be beneficial. Furthermore, gauging whether users believe this new reaction has enhanced communication on the platform would also serve as a valuable indicator of success.