Bots may be best to handle bad reviews first, study finds
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Bots may be best to handle bad reviews first, study finds
"ARMS software is pretty basic: It monitors platforms where customers post feedback (e.g., Google Reviews and Tripadvisor), lets an AI digest it, and creates action items for staff. Those action items could include checking on something a customer found unsatisfactory, addressing an issue with a staff member, and the like."
"According to the research team, once a business adopted ARMS software and committed to acting on its feedback, its average weekly Dianping rating rose by 0.358 stars on a 1-5 scale. Effects were more pronounced on restaurants with worse ratings, and the researchers said that post-adoption improvements were particularly pronounced in areas where they had underperformed prior to taking up ARMS."
"We find that publicly visible managerial responses on the platform, or front-end actions, decline following ARMS adoption, indicating that structured back-end workflows can partially substitute for front-end responses."
Automated review monitoring systems (ARMS) track customer feedback across platforms like Google Reviews and Tripadvisor, using AI to digest reviews and create actionable items for staff. Research analyzing restaurants on Chinese platform Dianping found that businesses adopting ARMS experienced average rating increases of 0.358 stars on a 1-5 scale, with greater improvements for lower-rated establishments. ARMS software also reduces public managerial responses on social media, replacing front-end reactions with structured back-end workflows. This internal processing prevents emotionally-driven public comments while enabling companies to address underlying issues systematically.
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