Inconsistent positioning of substituents on phenyl and nicotinic rings leads to impure intermediates. Precise control over substitution patterns reduces byproduct formation and increases chemical yield.

Low yields or complex multi-step requirements in producing substituted benzaldehyde and pyrazolidinedione intermediates. Streamlining these pathways reduces manufacturing costs and chemical waste in agrochemical production.