Vy Hoang

What AI says

AI引擎对Vy Hoang（一家位于美国的设计服务供应商）所掌握的信息极为有限。在近期查询中，该公司综合得分为100分中的8分（暗信号），其中最强维度为数字足迹，得分为100分中的50分，最弱维度为AI推荐率，得分为100分中的0分。4个受测AI引擎（GPT-4o mini、Claude Haiku、gemini-2.5-flash、deepseek-chat）均未能返回有关该公司的实质性信息，无论是按名称、类别还是域名进行查询，结果均如此。AI引擎未能检索出该供应商的任何具体产品信息，这直接导致产品清晰度维度得分为100分中的0分。AI回复中未出现任何认证或第三方验证信息，这限制了买家信任维度的得分（100分中的0分）以及AI推荐率的得分（100分中的0分）。当前最大的改进机会在于AI推荐率维度，下方的改进路线图按预期得分提升幅度列出了供应商可执行的具体措施。

AI engine breakdown

One row per AI engine. Aggregates identity, sourcing, trust, and verdict queries.

Improvement Roadmap

Concrete actions to lift this supplier's Signal Score, ranked by impact. Generated from the latest audit.

1. 1

   Implement structured data using web schema

   +12 pts

   Add structured data markup on your website to improve discoverability across search engines and AI systems. This will enhance identity recognition and ensure accurate information is presented to users.

   Identity & Presence · Medium effort

2. 2

   Create and optimize LinkedIn company profile

   +10 pts

   Set up a complete LinkedIn company profile including a description, logo, and contact information to increase visibility and credibility. This will help improve your identity score by making your business easier to find.

   Identity & Presence · Low effort

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