Enterprise AI Knowledge Base

Turn scattered factory facts into one governed source of truth for websites, sales content, citations and AI-readable company information.

Who this service is for

  • Export manufacturers
  • B2B product brands
  • OEM / ODM factories
  • Teams measuring AI supplier visibility

Problems clients usually face

Discovery

Company names and descriptions differ across channels.

Understanding

Critical production facts exist only in brochures or internal files.

Evidence

Product, factory and certification relationships are unclear.

Measurement

Sales teams repeatedly recreate the same company facts.

Team & Responsibilities

Define the scope

Confirm markets, products, buyer roles and fixed procurement questions.

Govern the facts

Verify company, factory, product, certification and market records.

Build the evidence

Connect approved facts to owned pages and relevant third-party sources.

Retest the answers

Preserve platform, date, language, region, full answer and citation URLs.

Information required

Approved company, factory, product, certification, market and case facts; existing pages; target questions; and available evidence.

Execution process

  1. Inventory legal entity, brand, sites, factories and public profiles.
  2. Define controlled fields for capabilities, products, processes and markets.
  3. Link claims to owners, dates and verifiable evidence.
  4. Create reusable English and Chinese fact records.
  5. Set an update and review workflow for future changes.

Deliverables

  • Company entity record
  • Factory facts dataset
  • Product and capability taxonomy
  • Evidence register
  • Content governance rules

Measurement

  • Fact Completeness
  • Entity Consistency
  • Evidence Coverage
  • Update Freshness
  • Reuse Coverage

Service example

A reviewable project record

Each output connects a procurement question, company fact or claim to its source, owner, update date and monitoring condition.

KNOWLEDGE BASE

Example Knowledge Base Fields

  1. Legal entity and brand
  2. Factory and production site
  3. Product family and model
  4. Capability and test conditions
  5. Evidence owner and review date

Service boundary

WQGEO improves the structure, accessibility and verifiability of public information. It does not guarantee a fixed AI ranking, a specific answer or a commercial result.

Frequently asked questions

Is this a chatbot database?

No. It is a governed source of company, factory, product, compliance and evidence facts for approved public outputs.

Which fields should be controlled?

At minimum: legal entity, sites, products, capabilities, applications, certifications, markets, source, owner, approval status and review date.

Can confidential facts remain private?

Yes. Public, internal and confidential fields should be separated. Unapproved formulations, customer data and sensitive capacity records are not published.

How is it maintained?

Assign owners and review dates, then update the source record before changing websites, sales files or external profiles.

Need a scoped GEO plan?

Request a GEO audit →