China
Growth and learning stage
Cross-border Growth & Automation
About Me & Ecomwith
Quantitative programmer, full-stack engineer, and ecommerce operator focused on Shopify stores, ads, SEO/GEO, analytics, and AI workflows that make operating decisions more inspectable and executable.
Founder @ EcomwithShopify Growth ArchitectAutomation & AI Workflows
Founder Journey
United States
Study and professional stage
Canada
Entrepreneurship and scale stage
AI & AutomationShopify Store OperationsBusiness Scaling
Focus Areas
Shopify Stores
Connect storefront experience with backend evidence across structure, theme, product fields, policies, checkout, and launch checks.
Ad Strategy
Review ROAS, CPA, AOV, refunds, inventory, marginal profit, and attribution windows together instead of trusting surface platform numbers.
SEO / GEO Optimization
Build inspectable organic assets around search intent, page roles, structured data, content trust, and AI-citable evidence.
Tutorial Review System
Tutorials are maintained as operating systems, not one-time articles
Ecomwith tutorials are reviewed across Shopify, ad platforms, SEO/GEO, GA4, product feeds, compliance, and profit review. Every update asks whether the reader can make a better decision, write stronger evidence into copyable lesson notes, and continue into the next lesson or tool.
Review Cadence
Fast-changing topics are reviewed monthly, with priority on ad platforms, Google Search, GA4, feeds, privacy compliance, and Shopify admin fields.
Source Boundary
Public lessons prioritize official docs, platform rules, verifiable backend fields, and Ecomwith tool outputs. Community practice is converted into source-neutral operating judgment, not presented as authority.
Change Record
Article pages show the last reviewed date. Larger updates are tracked in tutorial audit reports and the project changelog so readers see the maintenance standard behind the conclusion.
Ecomwith Method
Diagnose first, choose the tool second, leave evidence last
Ecomwith does not treat tutorials, tools, and consulting as separate islands. Store problems usually touch pages, data, traffic, products, and profit at the same time, so each action is designed to become an operating asset the next step can reuse.
Diagnose
Use launch checks, dashboards, and page evidence to locate the real issue.
Learn
Use the matching lesson to explain the judgment, not only the checklist.
Execute
Turn page, ads, SEO, feed, GA4, and profit fields into executable steps.
Review
Keep evidence through copyable notes and rescan results for the next iteration.
About Ecomwith
Ecomwith (ecomwith.com) is an ecommerce education, tooling, and workflow platform founded by Ranfeng for Shopify and cross-border store operators. It connects store setup, product data, ads, SEO/GEO, GA4, profit review, and AI automation into practical growth systems so sellers can move from advice to evidence-based execution.
Brand note: Ecomwith is the current unified brand and canonical domain. Older references to EcomStack or ecomstack.net refer to the same project history and are now consolidated under Ecomwith.
Mission: turn complex engineering, data judgment, and growth operations into workflows sellers can actually execute.
Mission & Values
Long-Term Craft
Ecommerce is not a one-time project. Content, tools, and workflows need ongoing maintenance as platforms change.
Evidence First
Do not treat attractive metrics as conclusions. Start with backend fields, transaction facts, page promises, and rescannable results.
Executable Sharing
What gets shared is not only opinion, but judgment frameworks sellers, teams, and agents can keep executing.
Stay Connected
If you are building or improving a Shopify store, use WeChat for tutorial updates, tool notes, and practical operating discussions.
Assistant WeChat: ranfeng23