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Original source1 min read

GeoJSON Map Viewer

Summary

Simon Willison released a new tool, GeoJSON Map Viewer, after helping Natalie gather maps of local political boundaries. He needed to display GeoJSON files on a map and export them as PNGs, so he asked GPT-5.6-Sol for suggestions, but the AI proactively built one. After iterations with Claude Code for web and Fable 5.1, the tool was complete. The tool allows pasting GeoJSON and customizing colors and opacity. He also demonstrates how ChatGPT Work can generate GeoJSON boundaries from natural language requests.

GeoJSON Map Viewer
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Tool: GeoJSON Map Viewer

Simon Willison’s Weblog

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1st September 2026

Tool

GeoJSON Map Viewer — View and visualize GeoJSON data on an interactive OpenStreetMap with customizable styling options. Paste GeoJSON objects (Feature, FeatureCollection, or Geometry) into the editor, adjust fill color and opacity, and render the features directly on the map.

I was helping Natalie gather some maps of local political boundaries (for the Granada Community Services District and the Midcoast Community Council and found a need to display some GeoJSON files on a map and export that as a PNG. I asked GPT-5.6-Sol for suggestions of tools and it proactively built one. After some iterations using Claude Code for web and Fable 5.1 we got to this finished tool.

As for the GeoJSON.. it turns out if you ask ChatGPT Work to provide boundaries for almost anything it will churn away extracting and combining files from different Government data sources and build exactly what you need.

I got this polygon from:

I want a polygon that represents the exact boundary of the El Granada GCSD

And this one from:

Get me a GeoJSON file for the boundary (or boundaries if that makes sense) for the MCC - Midcoast Community Council - that operates near Half Moon Bay CA

Here's a link that displays both of them at the same time on the new GeoJSON map viewing tool.

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This is a beat by Simon Willison, posted on 1st September 2026.

geospatial 83

tools 75

geojson 16

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Key points and analysis

Article intelligence

EngineersBeginner

Key points

  • Simon Willison introduces GeoJSON Map Viewer, an interactive OpenStreetMap tool for visualizing GeoJSON with customizable styling options.
  • The tool was created in collaboration with AI: GPT-5.6-Sol built the initial version, and Claude Code and Fable 5.1 helped refine it.
  • ChatGPT Work can extract and combine boundary data from multiple government sources based on plain-English prompts.
  • Examples include polygons for El Granada GCSD and Midcoast Community Council shown together on one map.

Highlights and analysis are generated automatically and may contain errors. Check the original source.