ABOUT US

GEO for the AI era
built on a decade of top-tier search marketing

We turned a decade of search-optimization methodology — proven inside top-tier 4A agencies — into a GEO system for ChatGPT, Doubao, DeepSeek and beyond, helping brands get seen, recommended and trusted in AI answers.

THREE LOCATIONS

Full AI-platform coverage, real delivery in both markets

Shanghai

Commercial & Operations HQ

Chengdu

Engineering & Content Delivery R&D

Singapore

Global Business Development

Chinese brands going globalOverseas brands entering ChinaDomestic growth for local brands

FOUNDING TEAM

Strategy, product, delivery and growth — making AI land in business

Yi Wang

Founder · CEO

Tsinghua-MIT Global MBA, with cross-sector experience spanning state-owned enterprises, multinational companies and entrepreneurship, plus a global perspective. From large-scale infrastructure projects in the Middle East to enterprise AI implementation at Microsoft, and then co-founding AI-Li Platform to deliver capability diagnostic solutions for leading companies, he has been solving the same problem throughout: making AI truly land in business and create value. This data-driven methodology of diagnosis before improvement, combined with search optimization insight, became the underlying logic of xstrastar's GEO system.

  1. 2021–2024

    Microsoft China

    Strategic technology advisor to key accounts, leading digital transformation for 15+ major clients, generating US$18M+ in sales revenue, and driving Azure OpenAI adoption in enterprise use cases

  2. 2024–2025

    AI-Li Platform

    Building on academic research from Tsinghua University, led product development and commercialization, delivering human–AI collaboration capability assessments and organizational AI talent transformation and upskilling programs for Lenovo, China Merchants Bank, and other enterprises

  3. Now

    Co-founded xstrastar

    Combined enterprise AI transformation insight with search optimization methodology to build a GEO system for AI platforms

Content, ranking, traffic, and tooling — running the full loop

Shiyun Luo (Dean)

Co-founder · CTO

Over a decade in search marketing, across the full loop — content operations, SEO execution, sales and team management, then strategy innovation and product R&D. At Dentsu iProspect and WPP GroupM he led teams serving many international brands, and twice built search-monitoring products from scratch. That client-proven methodology is now the core of xstrastar's GEO system.

  1. 2018–2021

    Dentsu iProspect

    Led search optimization for Nippon Paint's three business lines, Coca-Cola, CHANEL and more

  2. 2021–2023.11

    WPP GroupM

    Built and led a team serving Starbucks, Abbott, adidas, La Prairie, Jaguar Land Rover and more

  3. Now

    Co-founded xstrastar

    Upgraded a decade of search optimization methodology into a GEO system built for AI platforms

Building the organization, talent, risk controls, and operating mechanisms — keeping the system running reliably

Ge Yang (Jane)

COO

With bachelor's and master's degrees in engineering from UBC and a Tsinghua-MIT Global MBA, Jane combines engineering systems thinking with commercial management experience. A serial entrepreneur, she built an international business from zero to one across B2B and brand expansion, developing systematic approaches to talent identification and operational risk control. From the load-bearing capacity and resilience of engineering structures to building talent and business systems, her work has centered on identifying critical nodes and risks, then turning them into repeatable mechanisms and standards. She now leads XstraStar's organizational system, operational risk control, and cross-functional operations.

  1. 2023–Present

    Founder | Muyixing Technology

    Built the company's operating system from zero to one, establishing end-to-end control from supply chain through marketing and sales. Led strategic enterprise accounts, grew overseas annual revenue to a stable RMB 20 million+, and partnered with multiple leading international brands.

  2. 2026–Present

    Co-founded | XstraStar

    Leads the development of organizational talent systems, operational risk controls, and cross-functional operating mechanisms to strengthen organizational scalability and business stability.

BRANDS WE'VE SERVED

Battle-tested with world-class brands

01 / 06

Tech / Electronics

Sealos
FastGPT
Diagrid
Starlovin
Zilliz
Milvus

Note: some brands were served by our core team members in previous roles (at Dentsu / GroupM).

TECHNOLOGY HERITAGE

Three generations of search-monitoring tools

While others debate whether to start AI search optimization, we are on our third-generation monitor — you cannot optimize what you cannot measure.

01The group's first tech patent

IP Search Sense

Dentsu era

Covered traditional search engines plus social search (Zhihu / Xiaohongshu / WeChat), tracking brand ranking, sentiment, user insight and share of voice.

02

Si Tian Pan

GroupM era

Full search-engine + social-search monitoring — share of voice, sentiment, market share, even competitors' offline store openings/closings; with auto-screenshot, auto-alerting and scheduled ranking reports.

03Current product

xstrastar GEO Platform

Built at xstrastar

Brand visibility monitoring for the AI era: across ChatGPT / Doubao / DeepSeek / Gemini / Perplexity / Kimi, quantifying visibility, mention depth, recommendation and competitiveness in AI answers.

DIAGNOSTIC SYSTEM

G-Power 5-Dimension Diagnostics — from "if" to "why"

Mention rate only answers whether AI sees you. What drives conversion is why AI trusts you, how it describes you, and why it recommends you or not. G-Power decomposes AI performance into an explainable, attributable 0–100 score.

V

Visibility

Will AI mention you?

D

Mention Depth

A passing mention, or a real pitch?

R

Recommendation

A real recommendation, or just neutral?

C

Competitiveness

Against competitors, where do you rank?

A

Citeability

Why does AI trust you? Are the sources authoritative?

SIX-STAGE GROWTH LOOP

GEO ENGINE · AI-native growth loop

From being seen by AI, to being recommended by AI, to sustained growth.

01

GEO Baseline Diagnosis

Build a baseline for brand visibility and recommendation in AI search

02

Meta-Semantic Strategy

Model how the brand should be understood and recommended around meta-semantic questions

03

Brand Knowledge Graph

Structure brand, product, scenario and advantage signals for AI readability

04

AI Cognition Assets

Accumulate content assets that AI can understand, cite and recommend

05

Authority Source Anchoring

Anchor brand authority across trusted sources to improve AI citeability

06

G-Power Real-Time Monitoring

Use G-Power to monitor visibility, mention depth, recommendation, competitiveness and citeability

ALWAYS-ON OPTIMIZATION ENGINE

Data-Driven Dynamic Optimization

Runs across the entire 01–06 lifecycle, continuously feeding live performance signals back into diagnosis, strategy, knowledge, assets and authority building.

Monitor · Learn · Iterate

OUR RESULTS

Real results delivered in the GEO era

Zilliz & Milvus

AI traffic 10×

Vector DB / AI Infra

ChatGPT & Gemini mentions >50% · overtook Pinecone · category-#1 organic

Sealos

Google clicks 10×

Cross-border SaaS / Cloud

AI mentions >50% · stable top-3 recommendation

WisPaper

Impressions grew tens of times

AI Academic Tool (Fudan NLP)

AI mentions >50% · avg. rank 11.1, stable on page 1

Wisfile

Impressions +22×

Cross-border product cold start

AI mentions surged to high level · #1 recommendation

OUR COMMITMENT

If we miss the targets, you don't pay the acceptance fee

Mention rate, ranking, traffic growth — core GEO metrics are written into the contract and accepted by milestone. Every KPI is set against your brand's baseline, not an industry average. We commit because we can deliver.

Free Baseline Diagnostic →

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