The longest-running stat we track here at Widewail is the seasonality of negative reviews. The chart above tracks the percentage of reviews that fall between 1-3 stars in a given month.
Generally, the auto industry hovers around 10%, which is very good. Residential real estate lands closer to 30%.
For the last 5 years, we’ve observed peaks of negativity in the summer, followed by low points in the winter. More deals, buyers, and staff vacations equal a higher operational tempo with reduced resources in the summer; the result is a (modest) increase in negativity, which we observe regularly.
Looking at the data going back to COVID, we see a sizeable drop from an average negativity of 12% during COVID to 8% today.
If we are being intellectually honest and factoring in the unique challenges of COVID, negative sentiment remained fairly steady between 2021 and 2024, hovering around 10%. Negativity appears to be down through the end of Q2 this year, but the spike typically arrives in Q3.