Guangermei Precision Parts | French AI Digital Asset Independent Website Case Study
This project involves building a French-market-oriented AI digital asset independent website for Huizhou Guangermei Precision Parts Co., Ltd. Centered around products such as industrial workbenches, tool cabinets, tool carts, stainless steel workbenches, tool storage cabinets, mold racks, and warehousing equipment, the website highlights the company's comprehensive service capabilities in standard product supply, non-standard customization, workstation planning, and on-site installation. Based on the enterprise's 394+ product materials and AI knowledge base, the project utilizes an AI Worker to continuously generate French product knowledge, industry applications, FAQs, and professional articles according to an independent content strategy for the French site. It also automatically performs content inspection, repair, quality scoring, and scheduled publishing upon meeting standards. Additionally, combined with an automatic internal linking mechanism, the French professional content is automatically linked with products, application scenarios, and related knowledge, forming a sustainably scalable French enterprise digital asset system.
Highlights
- French independent website for industrial workstation equipment, continuously accumulating non-standard customization and industry content through an AI knowledge base, AI Worker, and automatic internal linking.
Specifications
- Industry
- Industrial Manufacturing / Workstation Equipment / Warehousing Equipment
- Enterprise
- Huizhou Guangermei Precision Parts Co., Ltd.
- Site Language
- French
- Target Market
- Francophone Market
- Project Type
- AI Digital Asset Independent Website
- Core Focus
- Non-standard Customization / Workstation Solutions / French Localized Content
- System Capabilities
- AI Knowledge Base / AI Worker / Automatic Inspection / Automatic Repair / Content Scoring / Scheduled Publishing / Automatic Internal Linking
- Product Knowledge Scale
- 394+ Product Materials
- Operational Status
- Continuously Operating
Project Background
Guangermei has long provided manufacturing enterprises with industrial workstation products such as workbenches, tool cabinets, tool carts, tool storage cabinets, mold racks, turnover equipment, and storage equipment.
In addition to standard products, the enterprise can also provide non-standard customization based on the customer's workshop layout, dimensions, load-bearing capacity, countertop material, storage methods, and actual production requirements.
For overseas industrial procurement customers, such products are often not purchased simply by model number.
Customers are more concerned about:
- Whether customization can be done according to the site
- How the dimensions of the workbench should be determined
- How to match the load-bearing requirements
- Whether the internal structure of the tool cabinet can be adjusted
- What materials are suitable for different production scenarios
- Whether on-site installation is supported
- Whether a complete workstation solution can be provided
Therefore, the focus of building the French website is not simply to display a large number of products, but to gradually explain the enterprise's customization and solution capabilities through French content.
Establishing the core positioning of the French website with 'workstation equipment customization'
The French homepage focuses on expressing:
Spécialisé dans la personnalisation des équipements de poste de travail d'atelier
That is, focusing on the customization of workshop workstation equipment.
This expression has an obvious difference from simply emphasizing the quantity of products.
For manufacturing enterprises that need customized equipment, what customers are really purchasing is not just:
A workbench or a tool cabinet.
But rather a solution that needs to adapt to:
Personnel, equipment, tools, materials, and production processes
Actual workstation solution.
Therefore, the French website reorganizes the enterprise's product knowledge around 'customization'.
Simultaneous construction of standard products and non-standard solutions
The enterprise's massive product data remains an important foundation for the entire French website.
This includes:
- Industrial workbenches
- Stainless steel workbench
- Anti-static workbench
- Heavy-duty workbench
- Tool cabinet
- Tool cart
- Tool storage equipment
- Mold rack
- Turnover rack
- Storage rack
For standard products, corresponding French product materials can be quickly established.
But for non-standard projects, it further revolves around:
- Size customization
- Load-bearing design
- Worktop material
- Drawer combination
- Pegboard structure
- Mobile casters
- Anti-static requirements
- Workstation layout
- Storage method
Establishing solution content.
Allowing the website to simultaneously serve:
Standard product procurement
and
Project-based custom procurement
both types of needs.
Product facts shared, French content regenerated
The French website shares the same enterprise product knowledge base with the Chinese and English websites.
But sharing does not mean direct translation.
The system reorganizes the content through the AI enterprise knowledge base according to the expression habits of French industrial users:
- Product Description
- Technical Features
- Application Scenarios
- Customization Options
- Application Recommendations
- Procurement Considerations
- Supporting Solutions
For example, the Chinese website might use:
"Heavy-duty workbenches have a high load capacity and are suitable for mold maintenance."
When generating French content, it can be reinterpreted in combination with specific usage scenarios:
Why the workbench needs a higher load capacity, what type of workshop is suitable for use, and what structures should be focused on during selection.
Therefore, each language site shares product facts but has independent content expression.
The French site focuses on building professional customization content.
French articles do not need to correspond one-to-one with the Chinese or English sites.
The AI Worker can independently generate content around the French site's own operational direction.
For example:
- Comment choisir un établi industriel
- Comment définir la capacité de charge d’un établi
- Établi antistatique pour atelier électronique
- Comment organiser les outils dans un atelier
- Choix d’une armoire à outils industrielle
- Solutions de rangement pour atelier
- Équipement de poste de travail sur mesure
- Aménagement d’un poste de travail industriel
All this content can be generated directly driven by the enterprise knowledge base, rather than having a Chinese original text first and then translating it.
The AI Worker is responsible for the continuous operation of the French site.
The French website is also integrated into the AI Worker automated operation system.
The system continuously executes according to the set tasks:
Content topic planning
↓
Invoking the AI enterprise knowledge base
↓
French localized generation
↓
Automatic inspection
↓
Automatic repair
↓
Quality scoring
↓
Meeting publishing standards
↓
Scheduled publishing
Therefore, enterprises do not need to arrange independent manual editing teams for each language website.
The system can allow different language websites to maintain their own operational rhythm under a unified knowledge base.
Automatic inspection avoids mechanization of French content
After the French content is automatically generated, the system will continue to check:
- Whether there is a mixture of Chinese and French languages
- Whether the product names are accurate
- Whether the content deviates from the enterprise's real business
- Whether the product features comply with the knowledge base
- Whether the title is consistent with the body text
- Whether the article structure is complete
- Whether there is obvious repetition
- Whether it meets the current content requirements of the French website
Automatically repair after finding problems, and re-score.
Therefore, AI Worker does not simply pursue the quantity of content, but establishes:
Generation + Quality Inspection + Repair + Publishing
an automated closed loop.
Automatic internal linking matches and connects products with solutions
For manufacturing enterprises with hundreds of products, the relationship between products and content is very important.
For example, an article:
“Comment choisir un établi antistatique pour un atelier électronique ?”
The system can automatically match:
→ Anti-static workbench category
→ Related workbench products
→ Electronic manufacturing application page
→ Workbench customization content
→ Other anti-static knowledge articles
An article:
“Comment aménager un poste de travail pour la maintenance industrielle ?”
It can then be linked to:
→ Tool cabinet
→ Tool cart
→ Fitter maintenance workbench
→ Industrial maintenance application
→ Related storage knowledge
In this way, the French website gradually forms a complete content network, rather than a large number of isolated pages.
Turning "customization" from a slogan into a knowledge system
Many industrial enterprise websites will write:
Customization supported.
But if the website lacks further content support, customers still do not know:
What exactly can be customized?
Therefore, the French website can further continuously build content around customization:
- How to customize workbench dimensions
- How to choose different worktops
- How to configure tool cabinet drawers
- What structure should be used for different load capacities
- What to pay attention to for anti-static workstations
- How to plan workstations when factory space is limited
- How to choose between mobile and stationary equipment
Make "customization capabilities" no longer just a marketing copy on the homepage, but gradually form a complete knowledge asset.
Factory strength supports customization credibility
The enterprise's manufacturing capabilities on the homepage and in the navigation are equally important.
Because customized industrial equipment ultimately requires the support of real manufacturing capabilities.
Therefore, the website can use:
- Factory environment
- Production equipment
- Actual product photos
- Customized projects
- Processing and manufacturing
- Installation site
and other real content, combined with AI-generated professional knowledge.
To form:
Real factory capabilities + Product knowledge + Professional content
Jointly supporting the enterprise's digital assets.
A product knowledge base, independently operated by the French website
The operational logic of the entire French website forms:
394+ product materials
↓
AI enterprise knowledge base
↓
French market content strategy
↓
Automatically generated by AI Worker
↓
Inspection / Repair / Scoring
↓
Scheduled publishing
↓
Automatic internal linking
↓
Continuous accumulation of French digital assets
What is unified with the Chinese and English websites are the enterprise facts.
The difference is that the French website has its own:
- Product presentation
- Content themes
- FAQ
- Industry applications
- Task planning
- Publishing cadence
Project value
Through the construction of the French AI Digital Asset Independent Website, Guangermei further transforms a large number of industrial workbenches and tool cabinets, along with non-standard customization capabilities, into professional digital content for the French market.
The AI Worker handles continuous content operations and quality management, while automatic internal linking continuously connects products, articles, and industry scenarios.
What the enterprise ultimately gains is not just:
A French product catalog.
But a continuously growing system centered around products and customization capabilities:
A French industrial manufacturing digital asset system.
Making the enterprise's "customizable" capability no longer just a slogan, but professional knowledge that can be continuously explained and accumulated.