Insights & company news · Page 2
Browse practical guides to corporate website planning, WeChat mini programs, traditional SEO and measuring visibility in AI search.
How to Check Brand Visibility in ChatGPT Search
Use buyer prompts to check whether ChatGPT mentions your brand, what it says, and which sources it cites. Includes a practical retesting method.
WeChat Ecosystem Sources and Brand Consistency: A GEO Guide
Audit public WeChat materials and make sure the brand names, product facts, and evidence agree with your website.
How to Collect and Group Prompts for GEO
Collect buyer questions from actual conversations, group them by intent, and decide which pages should answer each group.
GEO Website Schema in Practice: Organization, Product, Service Entity Markup
Plan Organization, Product, and Service markup that matches visible facts, and check how the entities connect through stable IDs.
Content Clusters for AI Search Questions
Organize related pages around buyer decisions. Map each question to a page, content format, owner, and source.
Brand Visibility in AI Agent Workflows
Trace where buyers encounter brands in agent workflows, then prepare the product facts, sources, and actions an agent can verify.
MCP and Agent-Callable Data: How Brands Get Invoked by AI Agents
Explore how MCP can expose approved brand data to agents, with clear tool boundaries, permissions, and source ownership.
AI Agent Website Hijacking: China's MSS Warning and Brand Defense Playbook
Identify common website hijacking patterns and use a checklist to protect content, verify changes, and recover after an incident.
Kimi K3 Launch: 1M Context and Agent Swarms — Brand GEO in the Kimi Ecosystem
Review the Kimi K3 workflow discussed in the guide, then assess whether agents can verify and use the brand information you publish.
Doubao Assistant Goes Free and Onboard: Brand GEO in the Voice AI Era
Explore in-car voice questions, how they differ from typed search, and which local brand information to make easy to verify.
Brokers Turn Bullish on GEO: Why Capital Markets Bet on AI Search Optimization
Review the opportunities and limitations discussed in broker research, then identify which claims a business can test directly.
How to Choose a GEO Agency: 2026 White Paper Explained
Use the white paper's evaluation questions to assess a provider's intent coverage, test method, and ability to document changes.