01
Commerce Operations
Hands-on ownership across TikTok Shop, Shopee, GMV Max, Affiliate/KOC, Creative Performance and commerce reporting.
TikTok ShopShopeeGMV MaxAffiliate/KOCCreativeP&L
About D2 Group
Two core operating domains, plus specialized Search & AI Visibility.
D2 Group operates two core business units—Commerce and AI & Automation—and a Specialized Services unit focused on Search & AI Visibility across SEO, AEO and GEO. All three use the same operating principles: clear ownership, source-of-truth data, explicit decision logic and evidence.
Direct answer
What is D2 Group?
D2 Group combines marketplace Commerce, AI & Automation, and specialized Search & AI Visibility. D2 can own day-to-day TikTok Shop and Shopee execution, design n8n and API-based systems, or improve how a business is understood and surfaced across search and AI answer systems through SEO, AEO and GEO.
Core business lines
Commerce and Automation stand side by side — neither is a support function for the other.
02
Business Automation
Workflow engineering across n8n, APIs, webhooks, data pipelines, AI-assisted operations, CRM processes and production reliability.
n8nAPIWebhookDatabaseAIReliability
Operating principles
The common layer is how D2 thinks, not which platform is being used.
01
Start from the source of truth
The system that owns the business object, identifier and durable state is defined before optimization or automation begins.
02
Keep decision logic explicit
Formulas, routing, validation, thresholds and ownership remain inspectable even when AI is part of the workflow.
03
Design for failure
Retries, idempotency, recovery, exception handling and operational ownership are architecture decisions, not post-launch extras.
04
Evidence before claims
D2 separates measured outcomes, workflow-backed evidence, operating methodology and architecture prototypes instead of blending them together.
Who D2 works with
The fit is defined by the operating problem, not company size alone.
Brands & commerce teams
Teams that need operating ownership across TikTok Shop, Shopee, paid growth, creators, profitability and marketplace execution.
Agencies & operations teams
Teams that need repeatable client delivery, data handoffs, workflow automation or a more reliable operating layer behind manual processes.
Technology-enabled businesses
Businesses connecting SaaS tools, APIs, databases, AI and internal operations where orchestration, state and recovery matter.
How D2 works
Responsibility is scoped around the operating system that needs an owner.
Managed Commerce
Recurring ownership across the agreed marketplace, growth, creator and reporting scope.
Defined Automation Project
Process mapping, architecture, build, validation, documentation and handover for a bounded system.
Managed Automation
Ongoing maintenance, incident visibility, change requests and reliability review for systems that need an owner after launch.
Evidence standard
D2 separates architecture, operating method and measured outcome.
A case study can prove how a system was designed without claiming a result that was never measured. A commerce outcome can show historical performance without turning that result into a future guarantee. The claim boundary is part of the evidence.
Company information
One company. Two core business units and a specialized Search practice.
Legal entity
D2 GROUP SERVICES CO.,LTD
Tax ID: 3603788837
Location
3 Nguyen Co Thach Street, An Khanh Ward, Ho Chi Minh City, Vietnam
Commerce
TikTok Shop · Shopee · GMV Max · Affiliate/KOC
Automation
n8n · APIs · Webhooks · Data · AI-assisted workflows
FAQ
Common questions about D2 Group.
What does D2 Group do?
D2 Group has two core business units—Commerce and AI & Automation—and a Specialized Services unit focused on Search & AI Visibility across SEO, AEO and GEO.
Does D2 Group provide SEO, AEO and GEO services?
Yes. Search & AI Visibility is a Specialized Services capability covering technical SEO, AEO, GEO, entity and evidence clarity, authority architecture, content operations and recurring visibility measurement.
Is automation only for e-commerce clients?
No. D2 Automation Systems is a standalone service line for brands, agencies, operations teams and technology-enabled businesses. Commerce automation is one use case, not the boundary of the service.
Can D2 combine Commerce and Automation in one scope?
Yes. The two service lines can be engaged independently or combined when marketplace operations and internal workflows genuinely need shared data, reporting or automated handoffs.
How does D2 approach automation projects?
D2 starts from the operating problem, event, source of truth, required state and failure modes, then chooses n8n, APIs, database state or custom logic according to the system requirements.
Does D2 guarantee GMV, ROAS or automation performance?
No unsupported guarantee is presented as evidence. Commerce outcomes depend on product, price, stock, creative, platform delivery and market conditions; automation performance claims require measured telemetry from the deployed system.
Start from the problem
Need D2 to own an operation, build a system or improve Search & AI Visibility?
Share the current process, systems involved, search visibility problem or outcome that needs to change. D2 can then define the appropriate business unit, specialized service and scope boundary.