GEO · META-SEMANTIC OPTIMIZATION

The Organic Growth Engine
for the AI Search Era

AI search · global acquisition · business growth — an end-to-end GEO growth loop from being seen by AI, to being recommended, to compounding growth.

Our Advantages

Three Things — We Do Them Together

No acceptance payment if targets are not met; end-to-end full-chain service; domestic and overseas full-platform coverage.

01Commitment

Outcome-Based Acceptance

Core metrics are written into the contract and accepted by milestone. KPIs are based on each client's brand baseline, not industry averages.

02Full Chain

End-to-End Full-Chain Service

Strategy diagnosis, meta-semantic decomposition, content generation, multi-platform distribution, and continuous monitoring iteration in one complete loop.

03Coverage

Domestic + Overseas Full-Platform Coverage

One-stop optimization across major domestic and overseas platforms, with one methodology delivered by a three-location team.

Zilliz & Milvus

AI Mentions >50%

AI traffic 10× · surpassed Pinecone

Sealos

Google Clicks 10×

AI Mentions >50% · mainstream pick

Starvia

14 → 10,062

First-month Google impressions · Arabic AI mention rate 33%

Our Clients

Trusted by Leading Global Brands

Apple
Chanel
LVMH
LOEWE
Loro Piana
La Prairie
Adidas
Starbucks
Coca-Cola
Jaguar
Abbott
Nippon Paint
Royal Canin
Land Rover
SFA
Sealos

Note: Some brands were served by our core team members in previous roles

HOW IT WORKS · Core Technical Methodology

GEO ENGINE · AI-native growth loop: from being seen by AI, to being recommended by AI, to sustained growth.

Meta-Semantic Question Pool

Popularity-driven + vector database

Popularity-driven + vector database. Massive cross-platform keywords are collected and clustered into meta-semantic questions.

G-Power Five-Dimensional Model

Patented VDRCA diagnostic model

Scores visibility, mention depth, recommendation tendency, competitiveness, and citeability across five dimensions.

Multi-Dimensional Data Collection Engine

Patented multi-platform real-time monitoring tool

Real-time monitoring across multiple devices, locations, and AI platforms, combined with popularity, social media, and company intelligence.

Content Generation Engine

Patented content generation platform

Continuously builds content assets around meta-semantic questions that AI can understand and cite.