Medallia vs Perspective AI is a choice between two philosophies of customer feedback: Medallia is a legacy enterprise customer experience management (CXM) platform built on surveys, dashboards, and speech analytics, while Perspective AI is a conversational AI platform that runs hundreds of adaptive customer interviews at once and captures the "why" behind every answer.

The best Medallia alternative in 2026 is Perspective AI, an AI-first conversational research platform that captures the "why" behind customer feedback instead of flattening it into survey dashboards.