Generative Engine Optimization
Make your brand visible, citable, and recommendable across major conversational engines.
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AI Visibility x Offline Conversion
Light to See. Speech to Grow.
LIGHT SPEAKS FUTURE connects GEO, an AI Agent decision platform, and AI Smart Glasses into a single growth loop that starts with AI recommendation and ends in offline conversion.
From AI recommendations to offline decisions.
We deliver end-to-end AI solutions from digital traffic acquisition to in-store conversion. GEO captures the AI-era traffic opportunity; smart hardware and our Agent platform turn every offline conversation into measurable growth momentum.
3 pillars
Core product matrix: GEO engine optimization / AI Agent decision platform / AI smart glasses
7 days
The GEO module can deliver a visible lift in brand presence across AI engines (such as DeepSeek,
ChatGPT) in as little as 7 days.
15%
With the AI Agent decision platform, offline stores see an average 15% lift in deal conversion —
data-driven revenue growth at scale.
AI smart glasses
The world’s first “digital coach” purpose-built for sales. Invisible-display technology enables
real-time conversation guidance and on-the-spot support — a new era of human–AI collaboration.
Product Overview
Three products. One tighter growth loop.
Full coverage across the entire journey from online exposure to offline conversion.
AI Agent Decision Platform
Capture offline sales interactions and turn process data into guidance, review, and management signal.
Open product pageAI Smart Glasses
A next-generation sales interface with invisible display and real-time support in face-to-face scenarios.
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GEO
In the conversational engine era, growth starts with being recommended.
The GEO stack is built around a simple shift: brands are no longer fighting just for clicks. They are competing for trusted inclusion in AI-generated answers.
- Move from search ranking logic to recommendation logic
- Track visibility, citation sources, risk signals, and share of voice
- Use structured content and trust signals to improve AI adoption
Visible share-of-voice lift after the first GEO cycle.
Average recommendation position improved in the same window.
Trackable question clusters across major conversational engines.
Definition, choice, find, evaluation, conclusion.
AI Agent Platform
Traditional SaaS records results. We capture the process behind them.
The platform is designed for offline sales teams where headquarters cannot see frontline conversations, know-how is fragile, and compliance is difficult to enforce.
- Capture layer with smart badges and on-site audio collection
- LLM plus industry knowledge for tagging, QA, coaching, and review
- Management visibility across training, performance, and execution quality
+35.5%
Higher conversation quality scores in representative deployments.
+6.3x
Increase in closing actions and sales progression attempts.
+43.5%
Longer first-session engagement, indicating richer conversations.
+5%
Observed sales lift in representative use cases after rollout.
Smart Glasses
Keep AI support at the edge of vision without breaking the conversation.
Built on the voice intelligence groundwork of Smart Badge, the glasses add a real-time guidance layer for high-value offline sales scenarios.
- Invisible display built for natural face-to-face interaction
- Low-power architecture with WiFi and edge workflow
- Keyword extraction and live prompts projected to the glasses
Representative Cases
Cross-industry deployment: AI visibility × offline conversations × on-site assistance
We serve high-ticket, information-rich face-to-face sales scenarios, connecting how brands show up in conversational engines with the real conversion journey in stores and on project sites. Below is a summary of representative directions and outcomes for GEO, the AI Agent decision platform, and smart glasses across industries; for full methodology, delivery, and case detail, continue on each product page.
Audi
Ford
Porsche
Vanke
Longfor
Improving AI recommendation presence for a global materials brand
Content existed, but AI engines did not prioritize it. The response was structure, trust signals, and visibility monitoring.
Visible gains in share of voice and recommendation ranking within one cycle
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Turning dealership conversations into management assets
Headquarters lacked visibility into frontline execution. The platform made review, coaching, and quality control systematic.
Better process visibility, stronger training loops, and improved execution metrics
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Reducing information overload in premium retail interactions
Smart Glasses keep key talking points and product details available in real time during face-to-face selling.
Especially suited to automotive, showroom, and high-ticket advisory sales
View Case
Why Us
Not generic AI tooling. A focused stack for high-value commercial conversations.
Founding depth
Core backgrounds span Tsinghua University, Zhejiang University, and Fudan, alongside leading internet companies such as Baidu and Alibaba—combining algorithm R&D, product architecture, commercial rollout, and industrial management to turn technical depth into executable business solutions.
Technical moat
Voice intelligence, MEMS hardware, invisible display, knowledge systems, and LLM-driven decision support—grounded in 10M+ hours of offline sales-dialogue audio, ten industry models, and operating experience across hundreds of leading enterprise customers.
Scenario focus
Built for automotive, retail, medical aesthetics, and other high-value face-to-face conversion scenarios. A 100+ operations and delivery team partners with you end-to-end to help your business achieve a step-change in outcomes.
Get Your Free Brand AI Exposure Diagnostic Report
The inquiry form is now in place for first-contact qualification, diagnostic requests, and product intro conversations.
genhuiyan@gmail.com
If you are evaluating GEO, an offline AI Agent platform, or Smart Glasses for sales scenarios, contact us directly.