# Future Engine GEO Lab (未来引擎GEO)

> Princeton GEO-based research and service lab for AI search visibility optimization. We help brands achieve visibility in AI-powered search across ChatGPT, Claude, Gemini, Perplexity, DeepSeek, Doubao, and Qwen. 12,000+ citation datasets, 100 AB test groups, open-source monitoring tools.

## Core Services
- [Services Overview](https://wlyqgeo.com/en/services/): GEO diagnosis, content optimization, brand mention monitoring, and competitor analysis for AI search engines.
- [GEO Diagnosis](https://wlyqgeo.com/admin/diagnosis/): Comprehensive AI search visibility audit with actionable recommendations.
- [Monitoring Dashboard](https://wlyqgeo.com/admin/reports/): Real-time brand mention tracking across DeepSeek, Doubao, and Qwen.

## Case Studies
- [Case Studies](https://wlyqgeo.com/en/cases/): Real-world GEO optimization results for automotive and commercial vehicle brands.
- [JMC GEO Monitoring](https://wlyqgeo.com/admin/reports/jmc-geo-dashboard.html): Sample monitoring dashboard (password-protected demo).

## Research & Insights
- [Blog](https://wlyqgeo.com/blog/en/): GEO research, algorithm updates, and platform-specific optimization guides.
- [Knowledge Base](https://wlyqgeo.com/knowledge/): GEO fundamentals, platform guides, and technical documentation.
- [GEO Whitepaper](https://wlyqgeo.com/blog/en/articles/2026-08-14/en-geo-whitepaper.html): Market size, technology trends, and vendor selection criteria.
- [Algorithm Update Analysis](https://wlyqgeo.com/blog/en/articles/2026-08-14/en-geo-algorithm-shakeup.html): August 2026 GEO algorithm changes across major platforms.

## About & Contact
- [About Us](https://wlyqgeo.com/en/): Mission, methodology, and team background.
- [Contact](mailto:tangbo@wlyq.cc): Business inquiries and partnership opportunities.

## Trust & Standards
- [Commitment](https://wlyqgeo.com/commitment.html): Anti-black-hat GEO pledge — no AI poisoning, no fake sources.