Measuring What Matters: A Quantitative UX Evaluation Framework for AI-Assisted Home Search

AI-assisted conversational search is rapidly displacing filter-based interfaces across the major home search portals. Redfin’s deployment of conversational search produced a 47% lift in tour requests, and Zillow launched “AI Mode” in March 2026. Recent consumer surveys indicate that a large majorit…

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