08 / INSIGHTS

Insights

We focus on fixed methodology, explicit sources, traceable evidence, historical trends, and same-method retests so teams can turn AI answer changes into practical decisions.

ARTICLE 01

What Is GEO? How Brands Enter AI Answers

GEO is not just a new SEO label. It is a method for helping brands become understood, cited, and recommended in AI answer scenarios such as ChatGPT, DeepSeek, and Google AI Overview.

GEO / AI Visibility · 8 min read

ARTICLE 02

From Keyword Rankings to AI Answer Positioning: What Company Websites Need to Rewrite

AI prefers clear, structured, and verifiable content. Company websites need to evolve from presentation pages into information systems that both search engines and language models can understand.

Content Strategy · 9 min read

ARTICLE 03

How to Run a Verifiable AI Visibility Audit

A verifiable AI visibility audit starts with fixed questions, complete context, raw answers, and same-method retests—not with turning one response into a fixed conclusion.

AI Visibility Audit · 10 min read

ARTICLE 04

Baidu Qianfan AI Visibility Measurement: Method and Boundaries

This article explains Baidu Qianfan AI visibility measurement and GEO boundaries, the API method and boundaries, and how standard and high-performance surfaces should be read as request-level evidence rather than rankings.

Baidu Qianfan / AI Visibility Method · 10 min read