In this puzzle, solvers often get stuck when trying to identify the correct categories, particularly with the purple group, which contains words that might not immediately seem related to math and science classes. For instance, 'CHEMISE' could confuse players as it sounds like it might belong to a fashion category rather than a science one. Similarly, 'TRIGLYCERIDE' might not be instantly recognized as a term related to biology or chemistry, leading players to misplace it in a different group. These types of misunderstandings can cause significant delays in solving the puzzle, as players grapple with familiar but misleading terms.

To distinguish the real groups from plausible decoys, solvers should look for common themes or characteristics in the words provided. For example, in the yellow group, all the words relate to forms of influence, which can help players quickly identify that 'JUICE,' 'PULL,' 'SWAY,' and 'WEIGHT' all fit together. Similarly, in the blue group, the words 'FAN,' 'HISTORICAL,' 'PULP,' and 'SCIENCE' all refer to different genres of fiction, which is a clear thematic connection. Recognizing these patterns allows solvers to efficiently eliminate incorrect options and focus on the words that truly belong together.

A useful heuristic for future puzzles is to categorize words based on their meanings and associations before attempting to place them into groups. If a word feels out of place or does not fit a developed pattern, it may belong to a different category. Additionally, keeping an eye out for words that share prefixes or suffixes can also provide clues about their potential groupings. This approach can help streamline the solving process and reduce the frustration of getting stuck.