Launch Sentinel maps the entire tech product market — signal scoring, liveness probes, press velocity, and product-death modeling in one intelligence layer.
By the time a competitor's product shows up on your radar, they've already captured distribution. And by the time a product dies, you've wasted six months building against it. The market moves faster than your feeds.
A composite score built from launch traction, engagement depth, press pickup rate, and community resonance assigns each product a clear signal rank — the moment it launches and continuously thereafter.
Continuous automated checks confirm product status across 79,573 tracked entries. Status changes — product going quiet, going live, or going dark — surface in real time so you're never working with stale data.
Rate-of-change on coverage volume reveals whether a product is on an upward press curve or in decay. Spikes, sustained coverage, and silence all carry different meaning — we model all three.
Historical patterns from past shutdowns train models that identify the early signatures of product death — activity decay, team silence, traffic drops — weeks before any announcement.
Anomaly detection flags products breaking significantly from their historical trajectory. 12 current breakouts flagged — high signal, fast movers identified early enough to matter.
18 market segments — AI, developer tools, SaaS, data infrastructure, productivity, and more — let you narrow focus to the exact competitive space you're building in or investing around.
Every product, every signal, every probe result — accessible in one workspace built for analysts, founders, and investors who move fast.
Launch Sentinel is live at launchsentinel.com. Signal scoring, liveness probes, press velocity, and death modeling — all in one place.
