Dinghai Blog
Insights, playbooks and guides on running overseas operations with an AI agent team — GEO audits, content automation and multi-agent workflows, from the Dinghai AI team at Vibe Lingan.
Dinghai: Your Overseas Operations Team, Living Inside a Group Chat
Drop an overseas operations goal into a group chat — the AI team inside breaks it down, does the work, and delivers. You just review and approve.
About DinghaiDinghai by Vibe Lingan: Multi-Agent Platform Capability Overview
Dinghai is Vibe Lingan's AI agent orchestrator, spanning content production, social media operations, and GEO-
PlaybooksA GEO Audit, End to End, Inside the Group Chat
Drop a GEO audit request into the group — Dinghai splits it, runs a multi-engine audit, and delivers a structured report while you review.
Customer Success StoriesWe Audited Our Own AI Visibility. The Score Was 10/100.
We ran the same audit we run for clients on ourselves. The result: nearly invisible across the five major AI engines — our baseline to improve from.
Customer Success StoriesCustomer Success Story: Miao Ben Fang — From a Guizhou Workshop to European Shelves, One Month, 0 to 8% AI Mention Rate
A Guizhou herbal soap brand went from zero to 8% AI mention rate one month after building a B2B site — the first step of an ongoing process.
GuidesYour First Dinghai Task: A 5-Minute Guide
You don't need to learn any new software. Say what you need in the group, and let the AI team handle the rest — your first task in five minutes.
GuidesInside Vibe Lingan's Operations Console: A Technical Deep Dive into the Multi-Agent Management Platform
A gated, auditable control plane: one sentence of intent is decomposed by Dinghai, produced by the Content Factory Agent, gated then distributed by the Publisher Agent.
ChangelogRouting Upgrade: @ Someone, and Only They Respond
Three quiet upgrades — precision @ routing, group identity binding, and intent triage — make group chats quieter and feel like talking to a real team.
GuidesConsole Guide: Agent Console
Manage deployment, configuration, channel connections, and run logs for all AI agent instances — capabilities market, WeCom bot, real-time logs.
GuidesConsole Guide: Projects
Cross-border content projects as cards organized by market/campaign, wizard-based creation, progress tracking with agent lists.
GuidesConsole Guide: Pipeline
Five-column Kanban board (created/acknowledged/in-production/synthesized/failed) showing the full task lifecycle in real time.
GuidesConsole Guide: Knowledge Base
Multi-workspace document assets — customer isolation, semantic search, auto-collection of content output, online preview + PDF.
GuidesConsole Guide: Messages
Real-time inter-agent messages, task dispatches, and group sessions — @mentions wake specific agents, member management.
GuidesConsole Guide: Dependencies
Assignment delegation chain as a tree — who dispatched to whom, upstream/downstream, depth indicators.
GuidesConsole Guide: Chat
1:1 conversation with individual agents — streaming typewriter replies, persistent history, agent details panel.
GuidesConsole Guide: Analytics
Core operational metrics — message volume, task assignments, project status distribution, agent workload statistics.
GuidesConsole Guide: Customers
Per-customer capability switches — content/KB/GEO/publishing/video, save takes effect immediately.
GuidesConsole Guide: LLM Usage
Transparent metering of model calls — today's overview, by-day charts, channel stats, model details.
GuidesConsole Guide: Config
Skills and MCP template configuration — grouped by agent, customer-facing servers only, synced with Agent Console.