Sensecast
Most weather apps tell you what. This one tells you why.
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Sensecast turns raw meteorology into something you can act on: an atmospheric science academy built into every metric, live tornado, earthquake, wildfire, and grid intelligence, verifiable storm reports, and 18 forecast sources you can compare side by side. Android: Now on the Play Store! iOS: Coming Soon! macOS: Coming Soon! Windows: Coming Soon! Linux: Coming Soon!
PH · launched Sep 30, 2026 · 2 upvotes (top 26%) · 1 view
Niche: environmental and geospatial analytics software · 124 launches, 14 in the last 7 days ▼ -7% · Explore this niche →
Category and tags
- Horizontal
- Analytics & BI
- B2C
- AI feature
- Commercial product
- Android
- Weather
- User Experience
- Education
Visit website ↗ Source listing ↗
More like this: all 124 launches in environmental and geospatial analytics software →
Could you build this?
Partial The client app displaying weather data and explanatory text is straightforward, but ingesting, normalizing, and delivering 18 separate real-time meteorological models, active hazard feeds, and grid intelligence requires substantial backend pipeline infrastructure.
What it would actually take: A production version requires an ingestion pipeline (Go/Python on AWS/GCP) parsing heavy binary meteorological formats (GRIB2, NetCDF) from NOAA, ECMWF, and other weather agencies alongside USGS seismic and active fire satellites (MODIS/VIIRS). The challenging part is processing multi-gigabyte spatial raster datasets in real time, synchronizing disparate model runs, and maintaining an ultra-low-latency geospatial API. Specialized knowledge in meteorology data formats and GIS infrastructure engineering is essential.
Competitors
Other products that read as similar to this one : 125 launches clear the similarity bar, closest 8 shown.
Attention rank: #39 of 126 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 310 days after the earliest competitor.
- FitCast: Weather & Activity · ph · 2026-09-16 · 1 upvotes · similarity 0.56
- Weather Alerts · ph · 2026-10-20 · 1 upvotes · similarity 0.54
- GrayCloud · hn · 2026-06-04 · 8 upvotes · similarity 0.53
- Weather Forecast - Live Weather · ph · 2026-10-19 · 1 upvotes · similarity 0.50
- linecast · hn · 2026-08-23 · 9 upvotes · similarity 0.48
- tenki+ - My Weather · ph · 2026-10-03 · 2 upvotes · similarity 0.48
- Weather app to show actual performance of weather models · hn · 2026-05-04 · 5 upvotes · similarity 0.47
- Slow Weather: 3D Forecast · ph · 2026-10-09 · 1 upvotes · similarity 0.47
The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.