GEO — Generative Engine Optimization: Get cited first inside AI answers. As ChatGPT, Wenxin Yiyan, Kimi and Doubao become the new entry point for information, users are shifting from searching links to asking questions directly. GEO optimizes not your ranking, but your probability of being cited and recommended by AI.
As ChatGPT, Wenxin Yiyan, Kimi and Doubao become the new entry point for information, users are shifting from searching links to asking questions directly. GEO optimizes not your ranking, but your probability of being cited and recommended by AI.
Muqix is among the earliest agencies to systematically productize GEO. We restructure content so large language models can retrieve, understand and trust it — helping brands win in AI-powered discovery.
What's included
AI citation audit
Track how major LLMs answer questions about your brand and quantify current citation status.
Structured content rebuild
Entity-based, data-backed and FAQ-structured content with schema markup.
Authoritative content network
Multi-source credible publishing that raises AI trust weight.
Continuous monitoring
Ongoing tracking of brand exposure and sentiment inside AI answers.
Deliverables
- AI citation baseline report
- Structured content plan
- Schema markup deployment
- Monthly performance tracking
Delivery process
Discovery
Align on business goals, map pain points and priorities, and define success metrics
Solution design
Deliver strategy and prototypes, confirm scope, timeline and budget
Build
Agile iterations with milestone reviews and fully visible progress
Launch & grow
Testing, deployment, enablement, source handover and ongoing optimization