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CLUSTER IMAGES-LANGUAGE-SATELLITE · 7 ENTRIES · EARLIEST ENTRY 2026-09-07

Natural language satellite image analysis

This cluster comprises AI platforms that let users query satellite imagery in plain language, with capabilities like object detection, change tracking, and GIS visualization. The cluster's dated history before the index start is too thin to read a shape from, as only 0 dated entries exist. On traction, Samvid leads with 2 stars, followed by Query_sat.SIH (1 star) and satquery-ai (0 stars).

Entry timeline

ENTRY TIMELINE

SEP 2026: 5OCT 2026: 2
SEP 2026OCT 2026

Each bar is the month a member carries, which is a creation date where the source published one and a crawl date otherwise. Nothing in the index was found before 11 August 2026, and coverage broadened sharply on 14–15 August, so a bar from then on reports how much we found that month, not how much was built; an earlier bar reports how far back a member's own source dated it — not how long we have been watching.

Members by activity

Activity signals, not revenue.

Build origin · 7 unlabelled

Operator · 4 hobby · 1 indie · 2 unlabelled

Two labels per entry, never collapsed into one: how it was built, and who stands behind it. Counted over the 7 listed below. Unlabelled means nothing has decided yet — not that the answer is small.

  1. 01Samvid2★13 daysliveindieSatellite imagery analysis app that detects real changes, filters seasonal effects, and lets analysts search archives in plain English and review evidence-backed alerts.
  2. 02Query_sat.SIH1★25 days—hobbyAI platform that analyzes satellite imagery and Earth observation data, producing spectral indices and executive PDF reports.
  3. 03satquery-ai0★2 dayslivehobbyAssistant that answers plain-language questions about satellite imagery and detects changes between two images with traceable evidence.
  4. 04Geore0★1 molivehobbyVision-language assistant that answers questions about satellite imagery, locates objects, and detects changes across images for remote sensing analysts.
  5. 05satquery-banana0★1 molivehobbyConversational web app that answers questions about satellite imagery and detects land changes from public Earth observation data for analysts and researchers.
  6. 06satquery0★1 mo—AI-powered platform that lets users analyze satellite images using natural language queries, including object detection, change tracking, and GIS visualization.
  7. 07sat_Q0★29 days—Satellite intelligence platform that analyzes remote-sensing queries, verifies spectral indices, and generates executive PDF reports.

Ranked by traction, highest first, and paged 20 at a time — this is a window on the cluster, never the whole of it. Ties are broken by a stable id so a product cannot appear on two pages or fall between them. Browse every cluster.