Prepare Your Information
Start AI with real work examples and verified information. Choose reviewable tasks and record baseline time and quality.
QIWANG TECH
How should GEO performance be evaluated?
Agree on questions, platforms and reporting periods, then track changes in answers and citations consistently.
QIWANG TECH
How should GEO performance be evaluated?
Publication is not the same as AI citation. Record answers, times and sources for agreed questions across platforms, checking the accuracy of brand and service information.
Feed information gaps back into the business knowledge base and content updates. Set goals according to the business and project scope; fixed rankings are not a substitute for meaningful reviews.
SERVICE DETAILS
GEO Knowledge Checklist: Facts Alongside Evidence
| Information Area | What to Prepare | Purpose |
|---|---|---|
| Basic Information | Brand, company, services, industry, service area and audience | Clarify business identity and service scope |
| Factual Knowledge Base | Products, services, team, processes, pricing and usage boundaries | Keep website, articles and FAQs consistent |
| Evidence Library | Credentials, cases, reports, reviews and public source links | Support verifiable statements |
| Public Channels | Website, WeChat official account, Zhihu, Sohu, Toutiao, Douyin and others | Check consistency across channels |
| Priority Questions | Start with 3–5 important customer questions | Establish a starting point for content and monitoring |
| Cases & Feedback | Genuine cases, follow-up feedback and authorization scope | Define what may be published |
QIWANG TECH
Start with your business challenge.
SERVICE IN PRACTICE
Put business knowledge and AI methods into practice.
Read with a Question
Clarify whether your priority is information consistency, content production or workplace efficiency, then compare relevant services and cases.
Turn Methods into Actions
Add useful methods to a task list, specifying inputs, owners and review requirements before a small pilot.
By the Qiwang Tech Content Team
Published: