In this puzzle, solvers often get stuck when trying to differentiate between similar-sounding or thematically related words. For example, the terms "DISSOLVE" and "END" may both seem like they could fit into a broader category of halting processes, but they belong specifically to the group of words related to discontinuation. Similarly, players might confuse "HOLLYWOOD" with other terms that are not directly about building materials, leading to misgrouping. This confusion arises because players might not immediately recognize the specific themes and nuances of the categories, especially when they rely on surface-level associations instead of deeper connections.

To effectively distinguish real groups from plausible decoys, players should look for unique identifiers within the words. For instance, the KINDS OF PLANTS category is clearly defined and includes specific types of flora, while the DISCONTINUE group is focused on actions that indicate cessation. Knowing that the purple group ends with building materials can help players identify that "HOLLYWOOD" fits into a more abstract category rather than a literal one. Emphasizing the need for thematic clarity can help players avoid common traps.

One useful heuristic for future puzzles is to categorize words by their inherent characteristics before trying to fit them into groups. By closely examining the definitions and associations of each word, players can more easily identify the key themes. Another strategy is to look for words that share a common suffix or prefix, as seen in the purple group, which hints at the construction-related theme. Using these strategies can help solvers streamline their thought process and reduce the likelihood of misclassification.