Autoform Enterprise
SG · Automobile & Transport · Est. 1986 · vision-sg.com
Last refreshed 2026-06-04
Based on 4 AI engines across 1 buyer language.
AI Readiness pillars
How Autoform Enterprise 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Autoform Enterprise(一家位于新加坡的汽车与交通运输供应商)掌握的信息极为有限。综合近期查询结果,该公司总评分为100分中的16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。在4个测试AI引擎(GPT-4o mini、Claude Haiku、gemini-2.5-flash、deepseek-chat)中,仅有1个就该公司的身份信息、采购信息及可信度提示返回了实质性内容。AI引擎未能挖掘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仅得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,这限制了买家信任维度(100分中的0分)及AI推荐率(100分中的0分)的表现。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排列,列出了供应商可自行执行的具体行动。
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 | — | None | None |
| DeepSeek | 1 / 4 | not found | — | None | None |
| GPT-4o mini | 0 / 4 | not found | — | None | None |
| Claude Haiku | 0 / 4 | not found | — | None | None |
Improvement Roadmap
Concrete actions to lift this supplier's Signal Score, ranked by impact. Generated from the latest audit.
- 1
Create and publish a company website
+12 ptsDevelop a professional website to establish an online presence. This will enhance discoverability and provide a platform for sharing information about your business.
Identity & PresenceMedium effort
- 2
List core products and services on your website
+10 ptsClearly outline and describe your main products and services on the website. This improves product clarity for AI and potential buyers and helps establish relevance.
Product ClarityMedium effort
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