Last refreshed 2026-06-23
Based on 4 AI engines across 1 buyer language.
AI Readiness pillars
How Robin 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Robin(中国制造业供应商)的信息掌握非常有限。综合近期查询,该公司在满分100分中获得26分(暗信号),其中最强维度为身份与存在感,得分50分(满分100分),最弱维度为产品清晰度,得分仅10分(满分100分)。在4个测试AI引擎(GPT-4o mini、Claude Haiku、gemini-2.5-flash、deepseek-chat)中,有2个就该公司的身份、采购及信任相关提示返回了实质性信息。AI引擎未能呈现该供应商的任何具体产品,这直接影响了产品清晰度维度的得分,使其仅为100分中的10分。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偏低,仅为100分中的20分,AI推荐率同样为100分中的20分。产品清晰度维度是最大的提升机会,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.
| AI Engine | Found | Sentiment | Rating | Products mentioned | Certifications |
|---|---|---|---|---|---|
| GPT-4o mini | 0 / 4 | not found | n/a | None | None |
| Claude Haiku | 1 / 4 | not found | n/a | None | None |
| Gemini 2.5 Flash | 0 / 4 | not found | n/a | None | None |
| DeepSeek | 1 / 4 | neutral | n/a | None | None |
Improvement Roadmap
Concrete actions to lift this supplier's Signal Score, ranked by impact. Generated from the latest audit.
- 1
Enhance web presence with structured data
+12 ptsImplement Schema.org markup for your website to improve discoverability. This helps search engines better understand your business details, enhancing visibility in search results.
Identity & PresenceMedium effort
- 2
Create detailed product listings
+20 ptsDevelop comprehensive product descriptions and specifications on your website. This clarity will improve understanding and engagement, which can raise the product clarity score.
Product ClarityHigh effort
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