Geobble vs Brilliant

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Geobble compared with Brilliant
Detail	Geobble	Brilliant
What it does	Web mapping made intelligent	Design with AI agents on a professional canvas, free
Stage	Not given	MVP
Founded	Not given	Not given
Based in	Not given	Not given
Pricing model	Not given	Freemium
Pricing	Free (2,000 monthly credits), Pro $25/month billed yearly (30,000 monthly credits), Team $99/month billed yearly (150,000 monthly credits), Enterprise (custom pricing). Credit packs: Boost $12 (10,000 credits), Growth $45 (40,000 credits), Scale $140 (125,000 credits).	Free: $0 forever with every design feature, unlimited MCP agents, public projects and drops (2 GB), in-app chat with your own AI (10 messages a day). Personal: $20 per month with private projects, 50 GB storage, unlimited in-app chat on your own key, and base Brilliant AI allowance. Pro: $50 per mon
Key features	Plain-language spatial analysis with AI assistance Import GIS files and PostGIS data Automatic map styling and cartography generation Reviewable AI-assisted workflows Collaborative Studio environment Feature extraction from documents and evidence Source enrichment with additional attributes Interactive map publishing with access control External PostGIS source connections	Infinite canvas with native vector editing AI agents that design directly on the canvas Design repositories with branching and version control Auto layout and components with variants Open, non-proprietary Blueprint file format Import from Figma and Sketch MCP protocol support for any coding agent Real-time multiplayer collaboration Export to React, HTML, SVG, PDF and code Design systems with tokens and semantic modes
What makes it different	One reviewable workflow from raw data to published maps without reducing work to static outputs AI acceleration while preserving GIS control and transparency Designed for mixed technical and non-technical teams Built on open geospatial standards with no vendor lock-in Reusable geographic data and provenance tracking	AI agents speak MCP natively and work on your canvas, not in a separate chat Design files are code via Blueprint format that syncs with your repository Full professional tool is completely free with unlimited MCP agents GitHub-style version control and branching for design files AI agents stay on brand via design system linting
Community votes	0	0
DR (Domain Rating by Ahrefs)	8 +1 (up) since last check	18 no change since last check
Trust Flow (Majestic)	4	9
Citation Flow (Majestic)	26	30
Referring domains (Majestic)	25	101

4 details filled in for both companies.

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