AI-powered competitive analysis studies on switching intent, win/loss drivers, and market positioning across industries.
All studies use AI-generated synthetic respondents. Independent research — not affiliated with any brands mentioned.
Enterprise buyers are willing to pay 30% more for B2B sample quality and real-time data processing, but current solutions consistently fail on mobile experience and data refresh speeds.
Migration fear — not product satisfaction — is the primary lock-in mechanism: 100% of respondents cited botched data migration risk as the decisive barrier to switching, while average satisfaction sit