Skip to Main Content
HBS Home
  • About
  • Academic Programs
  • Alumni
  • Faculty & Research
  • Baker Library
  • Giving
  • Harvard Business Review
  • Initiatives
  • News
  • Recruit
  • Map / Directions
Faculty & Research
  • Faculty
  • Research
  • Featured Topics
  • Academic Units
  • …→
  • Harvard Business School→
  • Faculty & Research→
Publications
Publications
  • 2023
  • Working Paper
  • HBS Working Paper Series

Beyond the Hype: Unveiling the Marginal Benefits of 3D Virtual Tours in Real Estate

By: Mengxia Zhang and Isamar Troncoso
  • Format:Print
  • | Language:English
  • | Pages:68
ShareBar

Abstract

3D virtual tours (VTs) have become a popular digital tool in real estate platforms, enabling potential buyers to virtually walk through the houses they search for online. In this paper, we study home sellers’ adoption of VTs and the VTs’ relative benefits compared to other marketing efforts. Using data on 75,178 houses sold in the greater Los Angeles area from March 2019 to March 2021, employing computer vision, natural language processing, and causal machine learning, we present four key findings. First, sellers using VTs provide longer descriptions and more photos, suggesting VTs supplement traditional marketing efforts rather than replace them. Second, after controlling for photo content and quality and listing description sentiment and topics, VTs do not significantly increase sale prices and slightly increase time on the market, suggesting their marginal benefits are smaller than previously thought. Third, smaller firms/agents and neighborhoods with more racial minorities and lower-income households benefit most from VT adoption but do so less frequently, presenting opportunities for platforms and policymakers to encourage VT adoption among these groups. Lastly, although VTs do not significantly improve final sale outcomes, they may offer benefits such as helping consumers screen options and assisting sellers in portfolio growth and management.

Keywords

Marketing; AI and Machine Learning; Technology Adoption; Real Estate Industry

Citation

Zhang, Mengxia, and Isamar Troncoso. "Beyond the Hype: Unveiling the Marginal Benefits of 3D Virtual Tours in Real Estate." Harvard Business School Working Paper, No. 24-003, July 2023.
  • SSRN
  • Read Now

About The Author

Isamar Troncoso

Marketing
→More Publications

More from the Authors

    • June 2024 (Revised October 2024)
    • Faculty Research

    FARM Rio: Bringing a Brazilian Fashion Brand to the World

    By: Isamar Troncoso and Jill Avery
    • 2023
    • Faculty Research

    The Impact of Unionization on Consumer Perceptions of Service Quality: Evidence from Starbucks

    By: Isamar Troncoso, Minkyung Kim, Ishita Chakraborty and SooHyun Kim
    • November–December 2023
    • Marketing Science

    Look the Part? The Role of Profile Pictures in Online Labor Markets

    By: Isamar Troncoso and Lan Luo
More from the Authors
  • FARM Rio: Bringing a Brazilian Fashion Brand to the World By: Isamar Troncoso and Jill Avery
  • The Impact of Unionization on Consumer Perceptions of Service Quality: Evidence from Starbucks By: Isamar Troncoso, Minkyung Kim, Ishita Chakraborty and SooHyun Kim
  • Look the Part? The Role of Profile Pictures in Online Labor Markets By: Isamar Troncoso and Lan Luo
ǁ
Campus Map
Harvard Business School
Soldiers Field
Boston, MA 02163
→Map & Directions
→More Contact Information
  • Make a Gift
  • Site Map
  • Jobs
  • Harvard University
  • Trademarks
  • Policies
  • Accessibility
  • Digital Accessibility
Copyright © President & Fellows of Harvard College.