Knot polynomials are algebraic expressions that categorize and distinguish different types of knots in three-dimensional space, serving as critical invariants in the field of knot theory. They reveal structural properties of knots, offering insights into how knots can be transformed without losing their fundamental characteristics, thereby aiding in the visualization and understanding of complex topological frameworks.