In this puzzle, solvers often find themselves stuck when trying to identify the correct categories for the words presented. For instance, the terms related to hair tools—BRUSH, COMB, DRYER, and IRON—can confuse players who might initially consider them as general grooming items rather than specific tools. Similarly, the words that precede "DRUM"—EAR, KETTLE, OIL, and STEEL—can lead to hesitation, as players may struggle to remember common phrases or idioms that utilize these words, creating uncertainty about their grouping. These moments of doubt can slow down the solving process and lead to misclassification of words into incorrect categories.

To distinguish the real groups from plausible decoys, solvers should focus on the inherent characteristics of the words. One effective strategy is to look for shared attributes or common uses among the words in each potential group. For example, recognizing that all hair tools serve a specific purpose related to hairstyling can help clarify why BRUSH, COMB, DRYER, and IRON belong together. Similarly, understanding that heraldry terms—ARMS, COAT, CREST, and SHIELD—are all associated with symbols and insignia can help solidify that grouping. By breaking down each word's function or association, players can more easily identify the correct clusters.

A useful heuristic for solvers is to consider semantic fields when approaching the puzzle. Grouping words based on their thematic connections can simplify the process of categorization. Additionally, maintaining a flexible mindset and being open to re-evaluating initial assumptions can lead to breakthroughs in identifying the correct categories. For example, if a player finds themselves stuck, it may be beneficial to revisit the words they initially grouped together and reassess their connections, as this can often reveal overlooked relationships.