Vision & Mission
AstrMap Review Insights
"Building a Digital Silk Road — enabling every global e-commerce seller to build better products through data insights"
Vision
Core Vision
Building a "Digital Silk Road" — enabling every global e-commerce seller to build better products through data insights. We believe that data intelligence can break information barriers, allowing every seller who takes products seriously — regardless of location or market — to truly understand what customers are saying.
Dialogue Between History and Future
Camel bells connecting Eastern and Western civilizations
Thousands of sails competing, transporting goods and culture
Data as medium, insights into markets and hearts
Two thousand years ago, the Silk Road enabled goods to flow across continents. Today, we use data and AI to make "customer voice" flow across languages and cultures — transforming overwhelming, destructive negative reviews into valuable resources that irrigate product innovation and drive growth.
Mission
"Using the most rational data tools to solve the most real business problems."
Practitioners of Bayesian Philosophy
In global markets full of uncertainty, we uphold Bayesian technical philosophy, using probabilistic thinking to navigate the unknown and iterating cognition through data.
Four Pillars of Bayesian Practice
Pillar 1: Subjective Probability
Probability as a measure of belief
We don't pursue absolute truth from a "God's eye view," only the optimal belief "given the evidence."
Pillar 2: Continuous Learning
Views evolve with data
Today's "posterior" is tomorrow's "prior." We continuously update market understanding through customer voice.
Pillar 3: Uncertainty Quantification
Acknowledge, don't hide
We don't say "I think so," but "given the evidence, this conclusion has a 95% probability."
Pillar 4: Standardized Measurement
Making the vague clear
Like ancient standardization — "same tracks, same script, unified weights and measures" — we dedicate ourselves to building a measurable system for customer voice.
Translators of Customer Voice
We firmly believe that true product success and market dominance must begin with devout listening to and scientific deconstruction of "Customer Voice."
We don't believe in marketing noise, but return to essence — from user praise and complaints, reverse-engineering blueprints for product evolution and market victory.
We are like top "intelligence analysts," deciphering from the chaotic battlefield communications (reviews) the enemy's true weaknesses and our offensive opportunities.
Who We Are
AI Strategist + Intelligence Chief on the Digital Silk Road
Zhang Di
Founder, Xingyi Technology
A veteran product leader with 10+ years of experience, having worked at renowned listed companies including Kingsoft Cloud (Edge Computing) and SF Airlines (SF Aviation). Led the delivery of multiple data and algorithm products. Launched AstrMap Review Insights in 2025 to help global e-commerce sellers quantify customer feedback and drive product improvement and new product development.
Functional Level
- MRI Diagnostic Physician: Seeing through internal product health structure, identifying root causes
- Code Breaker: Deciphering massive reviews into structured intelligence
Strategic Level
- Modern Silk Road Messenger: Bringing back quantified intelligence on market demand and competitive landscape
- Data Engineer: Taming chaotic customer voice with engineering wisdom, turning negative reviews into resources
Belief Level
- Silk Road Guardian: Protecting the success probability of every seller who takes products seriously
- External Brain for Global E-commerce: Providing deep cognition and decision intelligence
Our Commitments
Always Data-Driven
Never make decisions by feeling, only by verifiable data insights
Always on the User's Side
Devoutly listen to customer voice, find innovation direction from user feedback
Always Walking with Product-Focused Sellers
Providing the most solid decision intelligence support for global e-commerce sellers
Every improvement hits the mark.