Last refreshed 2026-05-27
Based on 4 AI engines across 1 buyer language.
AI Readiness pillars
How Duwai (Shenzhen) Biotechnology Co., Ltd. performs against the three pillars buyers care about when sourcing via AI.
Weight 40% · Do multiple AI engines recognise you and tell a consistent story
Weight 30% · When buyers ask AI to source in your niche, do you come up
Weight 30% · How AI engines rate you on quality, reliability, pricing
What AI says
AI引擎对都外(深圳)生物科技有限公司(中国生物技术供应商)的信息掌握极为有限。综合近期查询结果,该公司总评分为100分中的19分(暗信号),最强维度为身份与存在感,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4个测试AI引擎(GPT-4o mini、Claude Haiku、gemini-2.5-flash、deepseek-chat)中,仅有1个引擎在身份、采购及信任提示方面返回了关于该公司的实质性信息。AI呈现的产品包括胆汁酸及用于研究和制药用途的肝脏提取物。AI回复中未出现任何认证或第三方验证信息,导致买家信任维度得分仅为100分中的25分,AI推荐率得分为100分中的0分。最大的提升机会在于AI推荐率维度,下方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。
AI engine breakdown
One row per AI engine. Aggregates identity, sourcing, trust, and verdict queries.
| AI Engine | Found | Sentiment | Rating | Products mentioned | Certifications |
|---|---|---|---|---|---|
| Gemini 2.5 Flash | 0 / 4 | not found | n/a | None | None |
| GPT-4o mini | 0 / 4 | not found | n/a | None | None |
| Claude Haiku | 0 / 4 | not found | n/a | None | None |
| DeepSeek | 1 / 4 | neutral | n/a | bile acids, liver extracts for research and pharmaceutical use | None |
Improvement Roadmap
Concrete actions to lift this supplier's Signal Score, ranked by impact. Generated from the latest audit.
- 1
Create web schema markup for company details
+12 ptsImplement schema.org structured data on your website to improve discoverability on search engines and AI platforms. This helps AI accurately understand your company's identity and enhances visibility in search results.
Identity & PresenceMedium effort
- 2
Establish and update LinkedIn company profile
+10 ptsCreate a LinkedIn company page and ensure it contains up-to-date information about your offerings and capabilities. This boosts your online presence and helps AI engines find you more easily.
Identity & PresenceMedium effort
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