Cr Vanguard — Employer Visibility Index
Cr Vanguard ranks #59 of 97 Retail employers in China on the PerceptionX Employer Visibility Index (2026-08), with an AI Visibility Score of 2.6 out of 100. Across all 1397 tracked employers in China, Cr Vanguard ranks #786.
AI models most frequently position Cr Vanguard alongside JD.com, Alibaba, and Walmart when discussing Retail employers.
The company shows strongest employer visibility in Job Security. Visibility gaps exist in Application & Communication, Candidate Feedback and Career Opportunities, where competitors tend to dominate the AI narrative.
Cr Vanguard's Visibility Score has fallen from 8.3 to 2.6 across its last 3 measurements (since February 2026), slipping 37 places in the Retail rankings. Over that period it has moved ahead of Sam's Club and Yum! Brands. Taobao and Tmall have moved ahead of it. It now trails Yonghui Superstores by 2.5 points.
This analysis is based on AI-generated responses from ChatGPT, Google Gemini, and Perplexity. Data is refreshed regularly to reflect changes in AI employer perception.
Theme rankings (Retail, China)
| Theme | Rank | Score |
|---|---|---|
| Job Security | #6 | 33.3 |
Ranking history
| Month | Rank | Visibility Score |
|---|---|---|
| 2026-02 | #22 | 8.3 |
| 2026-03 | #34 | 4.2 |
Top Retail employers in China
- #1 JD.com (score 79.5)
- #2 Alibaba (score 71.8)
- #3 Walmart (score 59)
- #4 Pinduoduo (score 35.9)
- #5 Taobao (score 28.2)
Data updated 2026-08-14. Source: PerceptionX Employer Visibility Index. Machine-readable data: https://employers.perceptionx.ai/api/company/cr-vanguard.