Nicheloom visitors: 14,106 all-time · 8,505 in the last 7 days

The opportunity tracker for new startups.

Today: 1,383 launchs · Niche of the day: document and PDF processing tools · See full report →

Earth Force

See what's changing on Earth.

Get picks like this daily. The day's top launches, AI/tech news, and a weekly opportunity spotlight — straight to your inbox.

This is 1 of 71 launches in environmental and geospatial analytics software — see how it stacks up on momentum and crowding →

51 other launches read as similar to this one →

Details

External ID
1275600
Source
PH
Company
—
Product
Earth Force
Website domain
producthunt.com
Launched
Oct. 10, 2026
Cohort
—
Upvotes
2
Upvotes percentile
0.76
Tags
News, Artificial Intelligence, Climate Tech

Description

Earth Force is a planetary anomaly radar that monitors environmental changes across 500 cities worldwide. Using scientific data, statistical anomaly detection, machine learning, and satellite imagery, it identifies unusual changes in air quality, temperature, rainfall, and wildfire activity. Explore interactive maps, historical trends, satellite comparisons, and AI-powered explanations to understand what's changing on our planet—and where.

Enrichment

Niche
environmental and geospatial analytics software
Vertical
Energy & climate
Function
Analytics & BI
Audience
B2B
AI stance
AI-native
Project type
Commercial product
Normalized one-liner
satellite monitoring for earth observations
Manually corrected
False

Could you build this?

No Detecting planetary environmental anomalies requires ingesting massive multi-spectral satellite imagery and global weather datasets alongside scientific ML modeling.

What it would actually take: This requires a geospatial data engineering pipeline ingesting petabytes of public Earth observation data (Sentinel, Landsat, Copernicus, NASA MODIS). The architecture would need a cloud spatial computing environment (Google Earth Engine or AWS SageMaker) running domain-specific ML models for anomaly detection and atmospheric science. It demands deep domain knowledge in GIS, remote sensing, and environmental data science.

Competitors

Other products that read as similar to this one — 51 launches clear the similarity bar, closest 8 shown.

Attention rank: #11 of 52 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 304 days after the earliest competitor.

Other launches for this product