01
Cross-border sellers
For operators selling across marketplaces who need tighter control across campaigns, listings, inventory, data, and execution.
VANCH AI E-com
Turn Southeast Asia commerce data reports into AI product-growth actions
We translate FastMoss / Shopee / TikTok Shop evidence into market opportunities, Top SKU decisions, price-band moves, data-quality checks, and AI Listing / Video / Live workflows. Start with a Top30 SKU pilot before scaling collection or implementation.
- TH / ID / VN Top300 product samples
- Report Center evidence + reusable implementation assets & guardrails
- No unsupported GMV / ROAS / creator ROI claims
Who We Work With
Built for teams that need AI connected to execution
We are built for teams that need AI to connect with products, workflows, data, and execution instead of stopping at generic prompts.
02
Founders and new brands
For teams that want to validate whether AI can improve execution before making bigger bets.
03
Lean operating teams
For teams that need repeatable SOPs, automation, and reusable operating assets without hiring a large internal AI team.
04
Enterprises needing AI rollout
For organizations that have discussed AI internally but still need implementation scope, owners, data flow, and acceptance criteria.
Report Sample
How the VANA-353 three-market report becomes operating action
This is not a GMV ranking page. The sample exposes price bands, Top SKU logic, data quality, and the next AI implementation move so a buyer can judge whether a paid pilot is worthwhile.
Low-price volume and 200-499 THB mid-price demand coexist
Use a two-layer price-band strategy, then run listing optimization and bundle-message breakdowns.
Top10 GMV share is 33.8%; Top30 reaches 57.6%.
Low-price sets and basics concentrate GMV, with category drift present
Clean the category first, then build low-price multi-pack title, spec, and benefit templates.
Top10 GMV share is 40.43%, so sample hygiene matters before content work.
100k-499k VND mid-price bands drive the main GMV pool
Build content packs around sets, fabric, fit, and use scenarios.
Product and shop dimensions are usable; creator, video, and live data need collection.
Dashboard
Use visualization as a sales decision surface
The homepage shows usable fields, price-band distribution, and evidence gaps directly. Buyers see the evidence strength before committing to a Top30 SKU diagnostic.
Top300 product GMV
423,211 units / Top30 GMV share 57.6%Top300 product GMV
143,966 units / Top30 GMV share 55.43%Top300 product GMV
29,307 units / Top30 GMV share 52.94%Core price-band GMV distribution
TH
200-499 THB
10.27M THB / 92 SKUs
ID
<50k IDR
3.04B IDR / 50 SKUs
VN
100-199k VND
1.25B VND / 125 SKUs
Data quality and gap matrix
Product data usable; content, creator, and live data missing.
Product data usable; category-drift samples present.
Product and shop dimensions usable; content, creator, and live data missing.
Pilot Packs
Three paths from report to paid pilot
Each pack names the cycle, deliverables, acceptance line, and price boundary so the report does not stop as a one-off document.
3-5 workdays
8k-30k RMB
E-commerce analytics advisory pack
- Market KPI
- Price-band opportunities
- Top SKU teardown
- Data quality matrix
- 7/14/30 day action list
Acceptance: traceable data source, at least 3 SKU / price-band actions, explicit risk boundary.
7-10 workdays
15k-35k RMB
AI Listing / AI Video / AI Live implementation pack
- Top30 SKU listing rewrite
- Title templates
- Benefit hierarchy
- Video script hypotheses
- Live product-card template
Acceptance: Top30 SKUs rewritten, at least 3 script directions, Listing QA passed.
2-4 weeks
30k-80k RMB
AI Implementation Assets & Playbooks pack
- Report Center evidence packs
- Catalog Readiness framework
- Guardrail playbooks (campaign/affiliate/live)
- AI-agent delivery workflows
Acceptance: traceable assets from 9+ published evidence packs; pilot deployment of guardrails & frameworks; exportable playbooks.
Core Services
Four core service lines
We do not sell vague “AI transformation.” We show service modules that can actually move into implementation and acceptance.
01
AI Content, Product, and Data Tools
Turn product information, listing content, data fields, and review rules into reusable AI-assisted workflows.
- Product and content review checklists
- Field mapping and data QA rules
- AI-assisted generation with human review
02
AI-Enabled Operations
Automate repeatable e-commerce tasks with approvals, task routing, and risk controls instead of black-box outsourcing.
- Operating SOP automation
- Alerts and task routing
- Human approval and risk guardrails
03
AI E-commerce Implementation
Connect tools, processes, data, and owners into a working implementation path that can actually go live.
- Implementation blueprint and ownership map
- Scoped pilot setup
- Launch acceptance and iteration backlog
04
AI Business Validation
Turn AI e-commerce ideas into 7-30 day validation packages with clear scope, metrics, and stop-loss rules.
- Opportunity triage and prioritization
- First-offer packaging and pricing boundaries
- Validation metrics and stop-loss rules
Implementation Assets
Reusable AI Delivery Frameworks & Assets (Roadmap)
VANCH AI E-com delivers e-commerce AI implementation and operational services. Our core assets — Catalog Readiness scoring framework, campaign/affiliate/live guardrail playbooks, data QA norms, and AI-agent delivery workflows — are proven through 9+ published market & category evidence packs in the Report Center. These are reusable implementation playbooks and guardrails, deployed via structured pilots and ongoing ops support. Interactive self-serve software modules (Catalog Readiness scorer, Listing/Video/Live studios) are in productization roadmap; current delivery is high-touch implementation + asset reuse.
Listing Studio
Content Production Hub
Integrates market benchmarks, keywords, and compliance rules to generate cross-platform listings with one click.
- Smart keyword extraction
- Compliance pre-audit
- Bulk multi-language translation
Video Studio
Short Video Factory
Generates AI short videos directly from product links or scripts for affiliate and media-buy needs.
- Script & storyboard generation
- AI voice & sound sync
- One-click brand styling
Live Studio
Live Stream Control
Generates live scripts and interaction rules, supporting real-time data feedback for AI avatars and human hosts.
- Real-time interaction scripts
- Traffic anomaly alerts
- Live data dashboard
Process
A four-step delivery process
We do not start with a giant system. We compress the real problem into a path that can be executed, accepted, and stopped if needed.
01
Align the goal
Clarify platform scope, SKU scale, operating pain points, and available data.
02
Run a small diagnostic
Use sample data, listings, or workflows to confirm whether the problem is real and scoped correctly.
03
Implement a pilot
Ship a controlled pilot with human approvals and operating guardrails.
04
Review and scale
Expand, revise, or stop based on real outcomes instead of presentation-only success stories.
Report Center
China and Vietnam e-commerce intelligence reports
The homepage now shows curated highlights only. The full report center includes 9 public static reports across China benchmarks, Vietnam market structure, platform playbooks, and opportunity maps.
Douyin China / Feigua
Open report
China benchmarksOpportunity maps
China SDA Category Opportunity Benchmark
Covers the five SDA battlefields, channel roles, price ladders, and mid-high opportunity pools for deciding which categories deserve a first operating push.
- 5 SDA battlefields
- Kitchen CNY 6.82B
- Top premium pool CNY 381.6M
Douyin China / Feigua
Open report
China benchmarksPlatform playbooks
China SDA Brand Playbook Comparison
Compares Bear, Joyoung, MIJIA, Midea, and SUPOR across price bands, category roles, creator dependency, and store breadth to show what each brand archetype teaches.
- 5 benchmark brands
- MIJIA premium 35.1%
- MIJIA creator 65.7%
China x Vietnam Bridge
Open report
Cross-market bridgePlatform playbooks
China vs Vietnam SDA Insight Bridge
Maps China Douyin benchmarks onto Vietnam Shopee + TikTok growth structure and shows which operating lessons travel well across markets.
- Vietnam total VND 142,867.4B
- Kitchen VND 2,401.0B
- Home +36.3% YoY
Vietnam SDA Overview
Open report
Vietnam marketCross-market bridge
Vietnam SDA Market Overview
Brings Shopee + TikTok market growth together with Kitchen and Home / Small Household proof pools to show where Vietnam SDA should start by platform and category.
- Total market 142,867.4B VND
- Kitchen +20.0% YoY
- Home +36.3% YoY
Vietnam White-Space
Open report
Vietnam marketOpportunity maps
Vietnam White-Space Atlas
Maps scale, growth, and price-band structure across Vacuum Cleaners, Air fryer, Rice cooker, Oral care, and other pools to show which subcategories deserve reporting and pilot work.
- Vacuum 448.8B
- Air fryer +78.8% YoY
- Oral 500K-1M consensus band
Vietnam Platform Benchmark
Open report
Platform playbooksVietnam market
Vietnam Kitchen And Home Platform Benchmark
Compares how Sunhouse, Joyoung, Philips, Gaabor, and other brands behave across Shopee and TikTok, then layers home-appliance premium close logic on top.
- Kitchen brands 908.4B VND
- Joyoung +1081.0% YoY
- Home FY2025 5,004.15B
Proof
Proof through delivery assets
For v1, do not use unapproved client logos or fabricated case studies. Show operating assets and implementation discipline instead.
Catalog Readiness scoring framework
A structured audit system for listing quality, claims, pricing, variants, and content consistency.
Campaign / affiliate / live guardrail playbooks
Execution boundaries for vouchers, commissions, inventory, media spend, and return-cost control.
Data intake and QA specifications
Reviewable field definitions and anomaly checks for orders, stock, ads, customer support, fees, and refunds.
AI agent-driven implementation workflow
A role-based delivery model that splits strategy, execution, data, review, and retrospectives into explicit owners.
Boundaries
What we do not promise
No raw GMV guarantees or invented ROI claims.
No replacement for ERP, warehousing, or full managed operations.
No unauthorized write-back into store, ads, customer service, or payment systems.
No fabricated product claims, badges, reviews, or client outcomes.
Contact
Start with an email
If you are dealing with listing risk, campaign inefficiency, content bottlenecks, inconsistent data, or unclear AI rollout, send us your operating context.
vanch-ai.com / www.vanch-ai.com
vanch-ai.com / www.vanch-ai.com
- Platforms and markets
- Approximate SKU count
- Top 1-2 operating problems
- Whether 60-90 day sample data is available
- Desired start timeline