Preventing accessibility issues beats fixing them after deployment—and data-driven technology selection makes this possible. By analyzing accessibility metrics across websites and their underlying technologies, organizations can identify error patterns and risk factors before adoption, enabling informed decisions that reduce costly audits and remediation. This research examines large-scale data to reveal how specific technologies impact accessibility outcomes, helping teams avoid predictable barriers before they become embedded in their systems.