TL;DR: four niche verticals, four different pictures — research is a mature, million-visit category overseas while domestic players are just starting; user-interview is the standout niche, with Chinese products already on the global chart; legal AI is moving from answering questions to owning case workflows; and smart office is the biggest global pie, which domestic players sidestep by embedding into enterprise workflows.
Field visit 2026-07-18 · Traffic month 2026-06 · Data: AlphaMoat.AI
Research: a million-visit category overseas, domestic exhibitors just starting
AI assistants that help researchers search literature, manage tasks and collaborate on R&D.
| Product on site | One-line positioning | Website |
|---|---|---|
| Literature, task and knowledge assistant for researchers — an "AI research buddy" | codar.speedai.com | |
| Professional literature retrieval, analysis and R&D-process collaboration | jmuse.cn |
Source: AlphaMoat.AI
User-interview research: the standout niche — domestic products are already on the global chart
AI that recruits, moderates and analyzes in-depth user interviews. Two domestic exhibitors each raised ~$10M in 2026.
| Product on site | One-line positioning | Website |
|---|---|---|
Seed ~$10M · BlueRun / Hillhouse / Wang Huiwen | AI-run recruiting, moderated in-depth interviews, probing, QC, transcription and insight reports | trooly.ai |
Angel+ ~$10M · Sequoia Seed / Fortune Capital / Jiacheng | AI interviews and structured analysis for product, brand and marketing teams | mizzen.top |
| Simulates consumer demand from live UGC and behavioral data | ccneed.ai | |
| Structured business analysis with cited evidence and charts | xianjianai.com | |
| Explainable analytics, visualization and decision insights for enterprises | zinc.today |
Source: AlphaMoat.AI
Funding info compiled from public reports
Legal: from answering questions to owning case workflows
A B2B business on both sides — Harvey serves law firms; domestic exhibitors lead with on-prem deployment for institutions.
| Product on site | One-line positioning | Website |
|---|---|---|
| Project workbench for litigators: case analysis, legal verification and drafting | lexseek.cn | |
Pre-A · led by GSR Ventures, followed by Pudong VC | Case & document management, knowledge graph, drafting and on-prem deployment | jurisai.cn |
| Legal Q&A, document processing, relationship graphs and lawyer matching | legalgoai.com | |
| Enterprise document parsing and contract review, traceable and low-hallucination | smartread.cc |
Source: AlphaMoat.AI · Spellbook is the sum of spellbook.com + spellbook.legal (domain migration in progress); MoM not applicable
Funding info compiled from public reports
Smart office: the biggest global pie; domestic players sidestep the head-on fight
Slides, meetings, enterprise knowledge — overseas traffic runs in the tens of millions; domestic exhibitors build "digital employees" inside company workflows.
| Product on site | One-line positioning | Website |
|---|---|---|
| Digital-employee OS wired into ERP, OA, CRM, documents and databases | laplacelab.cn | |
| "The Company Brain": corporate knowledge, business judgment and management collaboration | nama.ai | |
| Document intelligence: parsing and extraction for contracts, invoices and other unstructured files | somark.cn | |
| Document, chart and slide generation plus a smart work badge | aikeee.cn | |
| Enterprise agents and business collaboration | mulan.pro |
Source: AlphaMoat.AI