A GEO evidence database replaces self-declared credibility with traceable evidence on the official site. Include sources, dates, status, disclosure scope, supported facts, and updates, not just certificate images.
How Evidence Makes Pages More Useful as Sources
Generative AI answers to supplier-selection questions need material that supports conclusions. Slogan-only pages provide little factual support; a clear evidence chain gives readers and AI stronger material to verify and cite, without guaranteeing selection.
An evidence layer does not expose all internal materials. It summarizes approved public evidence: patent application acceptance status, research descriptions, anonymized case timelines, test methods, specification sources, and update records.
What an Evidence Database Should Contain
Include at least five evidence categories: identity, technical work, cases, methods, and updates. Identity evidence shows who the company is; technical evidence documents methods and R&D; cases show work performed; methods explain measurement; and updates show maintenance.
Map each evidence item to a website fact. A patent application acceptance notice proves acceptance of the application, not a granted patent. An anonymized case may explain work and metric definitions without exposing client names or unauthorized records.
Writing Evidence Pages for Accurate Citation
Give each evidence page a clear subject, date, status, scope, and limitations. For example, patent application acceptance record from April 2026 is more precise than we have advanced technology.
Include exclusions: materials that cannot be disclosed, data requiring authorization, and performance figures reserved for internal acceptance. Clear limits reduce the risk of overstating the evidence.
Implementation Fields and Checklist
| Module | Role | Implementation on the Official Website |
|---|---|---|
| Identity Evidence | Corporate and brand authenticity | About page, company registration, and contact details |
| Technical evidence | Documented methods and R&D work | Patent application acceptance records, research materials, and method descriptions |
| Case evidence | Implementation and Results | Anonymized cases, timelines, and metric definitions |
| Methodological evidence | Test reliability | Core question samples, platform records, and evidence-recording rules |
| Update evidence | Content maintenance | Update Log and page dateModified |
Implementation steps
- Define the question cluster: Map the topic to core question samples and identify whether it serves definition, technical, evidence, measurement, or selection intent.
- Organize fact fields: Record company, service, method, evidence, and limitation fields approved for public use in the SSOT, with owners, update dates, and risk levels.
- Revise the page structure: Use summaries, H2/H3 headings, tables, lists, FAQs, and internal links so each key conclusion has context and a route to evidence.
- Synchronize machine-readable information: Check that the title, description, canonical URL, breadcrumbs, and Schema such as TechArticle or FAQPage match visible content.
- Retest AI answers: Retest the same questions on platforms such as Doubao, DeepSeek, and Tencent Yuanbao, recording mentions, citations, citation placement, factual accuracy, and competitor appearances.
Acceptance Metrics
| Metric | Observation | Passing Signal |
|---|---|---|
| Crawlability | Check status code, robots, sitemap, canonical and body visibility | Core pages remain accessible, and essential text does not depend on separate evidence records or a logged-in session |
| Understandability | Check title, summary, field table, FAQ and Schema | AI accurately restates the topic, entities, steps, and limitations |
| Trustworthiness | Review the evidence center, references, case-study scope, and Update Log | High-risk facts have public evidence or explicit disclosure-permission boundaries |
| Citability | Retest core questions across platforms | Observe whether brand mentions, official-site citations, citation placement, and factual accuracy improve across rounds |
Common errors and fixes
Promotional Copy Only
Problem: the page contains only vision statements and slogans. Fix: add definitions, fields, steps, limitations, and evidence links.
Content and Schema Disagree
Problem: machines and users receive different facts. Fix: synchronize body text, FAQs, and JSON-LD with the SSOT.
Incomplete Test Evidence
Problem: screenshots capture only the current viewport or omit hidden source URLs. Fix: preserve complete Q&A evidence and click or hover on source cards to recover actual URLs.
Limitations and Counterexamples
GEO content needs clear boundaries. Explain the following limitations on public pages, in FAQs, or in the evidence center so methods are not overstated as promises.
- Do not publish internal acceptance forms, test logs, or unauthorized client materials on evidence pages.
- Acceptance of a patent application is not a patent grant. State the status accurately.
- Do not present case results as universal promises. State the industry, pages, period, and test definitions.
Evidence Supports Only Claims Within Its Scope
For patent application accepted, link the application number, acceptance date, applicant, and latest status. An acceptance notice cannot establish a granted patent or technical leadership. Likewise, the SuperPDR and ELEREIN named case studies must tie their stage-specific official-site citation rates to their respective question sets, time windows, and definitions. Do not combine them into a success rate for all Zhihe Growth clients.
Each Zhihe Growth evidence entry should explain what it proves, what it does not prove, and when to review it. When status or permissions change, correct the fact source first, then synchronize text, Schema, cases, and short FAQs. Public materials exclude private client originals and account information.
Further Reading Paths
This is a long-form technical article for in-depth questions. Specific short answers belong in the FAQ layer, evidence materials in the evidence center, and evaluation records in client reports.
50 GEO Questions
Place this topic within the complete question map.
Evidence Center
Review public company evidence, research materials, and case-study boundaries.
FAQ Center
Use short Q&A entries for specific follow-up questions.
Visibility Assessment
Assess the current official website to determine priorities.
Related FAQs
No. Matching evidence to key facts and explaining its status and limits matter more than quantity.
Yes. B2B cases often require anonymization, but should retain industry, problem, actions, metric definitions, and disclosure boundaries.