Researchers cannot reliably track and predict journal impact factor category changes year-over-year

Academic researchers and journal editors face sudden, unexplained shifts in Web of Science's Impact Factor category assignments between years, making it impossible to accurately assess journal prestige, plan publication strategies, or understand ranking criteria. Current solutions lack transparency into the methodology changes, forcing researchers to waste time manually investigating discrepancies and second-guessing their submission decisions.