Education

What AI says

AI引擎对于Education（一家位于eg的房地产供应商）的了解非常有限。综合近期查询结果，该公司综合得分为100分中的5分（暗信号），其中最强维度为数字足迹，得分为100分中的30分，最弱维度为AI推荐率，得分为100分中的0分。在2个受测AI引擎（GPT-4o mini、Claude Haiku）中，无论是按名称、类别还是域名进行查询，均未返回任何关于该公司的实质性信息。AI引擎未能为该供应商呈现任何具体产品信息，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，使其停留在100分中的0分，同时也影响AI推荐率，使其停留在100分中的0分。当前最大的提升机会在于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行动，并已按优先级排序。

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

   Register company on Google Business Profile and LinkedIn with complete details

   +18 pts

   Create or claim your Google Business Profile and establish a company LinkedIn page with full business description, location, and contact information. This ensures AI discovery systems can find and index your company by name, which is currently failing across all LLM queries.

   Identity & Presence · Low effort

2. 2

   Submit company to industry directories and real estate education databases

   +15 pts

   List your company on 3-5 relevant directories such as the National Association of REALTOR education providers, state real estate commission approved education listings, and general B2B directories like Crunchbase or PitchBook. This creates multiple discovery pathways for AI systems.

   Identity & Presence · Medium effort

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