Vy Hoang

What AI says

AI engines have very limited information about Vy Hoang, a Design Services supplier in us. Across recent queries the company scored 8 out of 100 (Dark Signal), with the strongest dimension being Digital Footprint at 50 out of 100 and the weakest AI Recommendation Rate at 0 out of 100. None of the 4 tested AI engines (GPT-4o mini, Claude Haiku, gemini-2.5-flash, deepseek-chat) returned substantive information about the company, even when queried by name, category, or domain. No specific products were surfaced by AI engines for this supplier, which contributes directly to the Product Clarity dimension at 0 out of 100. No certifications or third-party validations surfaced in AI responses, which limits the Buyer Trust dimension at 0 out of 100 and the AI Recommendation Rate at 0 out of 100. The biggest opportunity for improvement is the AI Recommendation Rate dimension; the Improvement Roadmap below lists concrete supplier-executable actions ranked by expected score uplift.

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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