Background: With the expanding accessibility of online health-care information, patients frequently report visiting physician rating websites before choosing a surgeon. As such, it is important to analyze patients' perception of arthroplasty surgeons as reflected on physician rating websites. Methods: A total of 6402 online reviews of arthroplasty surgeons were extracted for analysis. Each review rated less than 5 on a 5-point scale was deemed a "negative" review and was subsequently assigned to an appropriate category. Reviews were stratified by practice type, years in practice, gender, and low (<3) vs high (> 3) ratings. Results: A total of 6402 reviews comprising 315 physicians were included in the analysis. The average rating for all surgeons was 4.35. The average rating for physicians in private practice was 4.3, compared to 4.5 for those in an academic setting. The average rating for physicians in practice for 1-10 years was 4.46, compared to 4.03 for those with >10 years of experience (P < .001). The most common factors contributing to negative reviews were bedside manner, wait time, poor outcome, and surgeon proficiency. Surgeon-dependent factors were more commonly associated with lower rated reviews (P < .001). Conclusions: Arthroplasty surgeons typically receive high online ratings, with a mean of 4.35 on a 5-point scale. Physicians in academic practice received higher ratings than those in private practice, and physicians who have been in practice for 1-10 years received higher ratings than those with more than 10 years in practice. The most common factors contributing to negative reviews are surgeon-dependent, including bedside manner, poor outcome, and surgeon proficiency.