How UrbanThrifter's Thrift Trends Work
(Trends are in beta. We are still refining the system and calculating more data as we go, but this will give you a basic idea of how it works.)
Every day, UrbanThrifter scans thousands of live resale listings across 10 categories (more will be added in the future) – clothing, furniture, vinyl, kitchenware, jewelry, and more. We track what’s listed, what’s selling, and how prices move. Then our algorithm crunches it all into one number: the HotScore.
The HotScore (0-100)
The HotScore ranks what’s hot in thrift right now. It’s built from 5 real market signals:
What the Labels Mean
Real Examples
🔥 Mid-Century Modern Furniture – HotScore 82
Sell-through is through the roof – 40% of listings sell within a week of being listed. Median price $145 and climbing. Sellers are listing fast but buyers are faster. If you spot a Danish teak credenza at Goodwill for $30, don’t think twice.
📈 Vintage Pyrex – HotScore 63
Prices up 12% over 30 days. New listings are steady but the rare patterns (Butterprint, Lucky in Love) sell within days. The common stuff sits, but anything collectible is trending.
➡️ Vinyl Records – HotScore 45
Massive volume – hundreds of listings at any given time. Prices are flat and supply is everywhere, so there’s no urgency. Classic rock and jazz hold value; random bin finds don’t move the needle.
📉 Fast Fashion – HotScore 22
The resale boom for mall brands is cooling off. H&M, Zara, and Forever 21 pieces are sitting longer. Sell-through is low, prices are dropping. The market is oversaturated.
Three Time Windows
We use AI to track trends across 7-day, 30-day, and 90-day windows, then build that data over time to spot bigger seasonal and long-term market patterns. This helps show what is hot right now versus what has been building for months. A category that is 🔥Hot this week but only Stable over 90 days may be seeing a short-term spike, possibly from a viral TikTok moment. But something Trending Up for 90 straight days signals a real market shift.
Trend Predictions
As our database grows, UrbanThrifter will begin spotting short-term momentum before it fully peaks. By tracking 7-day, 30-day, and 90-day changes across price, sell-through, volume, and scarcity, we can start to tell the difference between a quick spike and a real market shift. That means showing thrifters not just what is hot now, but what may be heating up next.
Why This Matters
Most thrifters shop on gut feeling. Thrift Trends gives you data. When you walk into a thrift store, you’ll know that the vintage Pyrex mixing bowl for $8 is a smart buy – because the market says so. And that rack of fast fashion for $5 each? Your gut says deal, but the data says it’ll sit in your closet or your Poshmark store for months.
Thrift smarter. Shop what’s trending.
