China AI Search Citation Index (SoC Report)
Real-time empirical benchmarks tracking brand citation frequency, retrieval algorithm weights, and Share of Citation (SoC) volatility across DeepSeek-V3/R1, Kimi, Doubao, and Baidu Ernie.
Industry Share of Citation (SoC) Baselines
Baseline citation density metrics required to secure Top-3 AI agent recommendations in China.
Enterprise B2B SaaS
Average Unoptimized SoC: 4.2% GEO-Optimized Target SoC: 48.6% Primary Citation Driver: Structured API Documentation & Technical Case Studies
Industrial Equipment & B2B Exporters
Average Unoptimized SoC: 2.5% GEO-Optimized Target SoC: 54.3% Primary Citation Driver: Sub-50ms Edge Routing for Scrapers & Spec Sheets
Legal & Immigration Advisory
Average Unoptimized SoC: 8.1% GEO-Optimized Target SoC: 62.0% Primary Citation Driver: Zero-Hallucination Entity Graph & Off-site News Corroboration
Higher Education & Study Abroad Agencies
Average Unoptimized SoC: 11.0% GEO-Optimized Target SoC: 67.5% Primary Citation Driver: High-Density Q&A Structures & Zhihu Citation Mesh
Where Does Your Brand Stand in the China AI Index?
Stop guessing how DeepSeek and Kimi perceive your company. Submit your domain to receive a customized 1-page Share of Citation (SoC) Diagnostic Report compiled by our engineering team
How We Measure Share of Citation (SoC)
Step 01: Multi-Agent Prompt Matrix
We execute 50+ to 500+ commercial intent queries matching buyer personas through headless environments across target LLMs.
Step 02: Entity Parsing & Sentiment Scoring
Natural Language Processing (NLP) models extract brand entity mentions, recommendation rank, and sentiment context.
Step 03: Retrieval Source Mapping
We track the exact backlink URLs and knowledge bases referenced in the model's Chain-of-Thought (CoT) outputs.
