INDUSTRY REPORT
Furniture ecommerce Q3 2025: The Cost of Caution
The Furniture category made a calculated bet in 2025: prioritize profitability over volume. The numbers tell a story of deliberate contraction—on-hand inventory dropped 52% year-over-year in Q3, the steepest pullback of any major ecommerce category.
Download the full report
Powering retail ecommerce for 2,200+ brands
Key takeaways
- Sales declined sharply amid inventory caution: OPS fell 24% YoY as brands pulled back inventory 52%, limiting their ability to capture demand.
- Traffic challenges persist: Glance views dropped 29.5% YoY, signaling weak consumer interest or reduced visibility in a competitive marketplace.
- Fill rates improved despite lower volume: PO fill rates climbed 26.5% YoY, showing brands met demand when orders materialized, but lacked inventory depth.
- Margins improved through disciplined pricing: Gross margins rose 4.8% as brands maintained pricing discipline with minimal discounting, prioritizing profitability over volume.
- Conversion stayed flat: Despite traffic declines, conversion rates increased just 0.2%, suggesting price sensitivity or limited product appeal among shoppers who did browse.
- OOS revenue loss decreased modestly: Revenue loss from stockouts fell 0.6% YoY, though repeated OOS incidents ticked up, indicating persistent supply-demand mismatches on specific SKUs.
