ai-powered fitment engine

ai-powered fitment engine

Experts Agree: Vehicle Parts Data Is Broken?

Vehicle parts data is indeed broken, with fragmented standards causing high fitment errors. A 92% reduction in match errors occurs when OEM specifications are applied, highlighting the cost of inconsistency. In 2025, more than 30,000 automotive tech workers faced layoffs, underscoring the urgency for data efficiency.Top Companies that