We scan 5.7 million artists across 35 data sources every morning and find the signals hiding in plain sight.
Every morning at 4am, our pipeline scans 35 sources in parallel β Discogs, Reddit, press, YouTube, radio, eBay, Hype Machine, and more.
Our engine reads every Reddit post and press article, extracts artist mentions, and detects market-moving events β reunions, reissues, tours, awards.
Each artist gets three scores β Vault, Momentum, and Catalyst β that tell you exactly what's happening and what to do about it.
The system tracks its own predictions against real outcomes. Over time it learns which signals actually move prices β and adjusts its weights automatically.
Reddit threads, radio playlists, press features, tour announcements, eBay sales, Hype Machine trends β individually they're noise. Together, they're a signal. We find the pattern before the market does.
How scarce is it? Want/have ratios, price divergence, pressing rarity. High vault = low supply, high demand.
Is demand growing? 7-day vs 30-day moving averages across all signals. Rising momentum = something is happening.
Did something happen? Reunions, reissues, festival slots, press features, Hype Machine trending β events that move vinyl prices.
From Sun Ra to Nina Simone, from Sonny Rollins to McCoy Tyner β we track every artist that matters to serious collectors and independent record stores.
| Catalyst | Artist | Impact | Window |
|---|---|---|---|
| reissue | Beastie Boys β Deluxe Edition of 'To The 5 Boroughs' | 1.5Γ | 45 days |
| reissue | Eminem β The Eminem Show (Expanded Edition) | 1.5Γ | 45 days |
| anniversary | OutKast β 25th Anniversary Edition of ATLiens released | 1.2Γ | 30 days |
| reissue | DeepChord β 2020 repress by Astral Industries (500 copies) | 1.5Γ | 45 days |
| anniversary | Karate β 25th Anniversary Edition of Unsolved: Y2K released | 1.2Γ | 30 days |
Stock it before demand spikes. Know what to order, what to price higher, and what's about to move off the shelf β before your competitors figure it out.
Buy it before it gets expensive. Find undervalued records where demand is building quietly and supply is shrinking β the sweet spot before the market catches up.
Reissue what the market is already asking for. Find out-of-print catalogs where hundreds of collectors are waiting and supply can't keep up.
Momentum movers, catalyst alerts, and underground picks. Every morning at 6am. Free.