Project overview
AIguessr is a standalone Windows desktop application that connects to your browser and plays GeoGuessr autonomously. Unlike traditional bots that intercept Google Maps API calls to extract exact coordinates, AIguessr uses a multi-agent AI vision pipeline to analyze Street View screenshots — reading signs, checking terrain, identifying road markings, and reasoning about geographic clues, just like a human player would. It connects externally via Chrome DevTools Protocol with zero page injection, and mimics human-like camera panning, zooming, and mouse movements.
Tech stack
Key features
- 4 specialist AI agents analyze each round in parallel — Scout, Text Reader, Meta Analyst, Terrain Analyst — then a Synthesizer combines findingsF1
- Two game modes: Classic (untimed, full analysis) and Duels (1v1 competitive with health tracking)F2
- Two play styles: Aggressive (fully autonomous) and Assisted (AI coaching overlay, you place the guess)F3
- Supports multiple AI providers: Claude, GPT-4o, Gemini, Grok, DeepSeek via Anthropic API or OpenRouterF4
- 120+ instant-ID geographic clues and 57 country-specific intelligence filesF5
- Real-time web dashboard with game controls, action log, analytics, and dark/light themeF6
- Standalone Windows installer — no terminal or Python setup neededF7
Next on the board · AgenticOS
Next project →Output pin · contact
Want one like this?
Tell me what you have in mind. We'll talk it through and agree a scope before anything gets built.