Expert Insights

Expert insights and cutting-edge practices

Original insights and practical reviews from Crater experts and external guest advisors, covering every specific decision in GEO generative engine optimization, Google SEO breakthroughs, and overseas growth.

Expert opinions are scattered viewpoints; a knowledge base is a structured set of entries
Overseas growth· Advanced

Inquiry Partner: How Performance-Based Pricing Works and Where the Risk Lies

Performance-based pricing isn't "cheap." It moves risk from the client to the service provider, and that shift only works if results can be measured. The denominator is qualified inquiries, and who gets to define "qualified" determines how far this model can go.

GEO in Practice· Advanced

Industrial Equipment Going Global: How to Turn Specs into Content AI Will Cite

Industrial equipment companies sit on the densest facts in any industry: spec sheets, certification numbers, operating records. But they exist in "internal engineering language" that AI can't read. Real GEO work isn't writing articles. It's translating engineering language into the language of your customer's operating conditions, then into a structure machines can extract.

Li YaochaoLi Yaochao
2026.09.1610 minutes