Last refreshed 2026-07-16
Based on 4 AI engines across 1 buyer language.
AI Readiness pillars
How Misshandcraft 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Misshandcraft（一家位于印度尼西亚的照明供应商）的了解非常有限。在近期的多次查询中，该公司综合得分为100分中的8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。4个参与测试的AI引擎（GPT-4o mini、Claude Haiku、gemini-2.5-flash、deepseek-chat）均未返回有关该公司的实质性信息，无论是按名称、品类还是域名进行查询均如此。AI引擎未能为该供应商挖掘出任何具体产品信息，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信息或第三方验证内容，这使买家信任维度得分受限于100分中的0分，AI推荐率同样为100分中的0分。当前最大的提升机会在于AI推荐率维度，下方的改进路线图列出了供应商可自行执行的具体行动，并按预期得分提升幅度进行了排序。
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 |
| Gemini 2.5 Flash | 0 / 4 | not found | n/a | None | None |
| DeepSeek | 0 / 4 | not found | n/a | None | None |
| Claude Haiku | 0 / 4 | not found | n/a | None | None |
Improvement Roadmap
Concrete actions to lift this supplier's Signal Score, ranked by impact. Generated from the latest audit.
- 1
Add structured data schema markup
+12 ptsImplement structured data schema markup on your website to enhance discoverability by search engines and AI systems. This will boost your identity score by improving how the company is represented online.
Identity & PresenceMedium effort
- 2
Create or update LinkedIn company profile
+10 ptsEnsure your LinkedIn company profile is complete and up-to-date, including a clear description and industry tags. This will increase your online presence and help improve the identity score significantly.
Identity & PresenceLow effort
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<a href="https://signal.reevol.com/supplier/misshandcraft-id"><img src="https://signal.reevol.com/api/og/badge/misshandcraft-id" alt="Misshandcraft AI Visibility Score on Reevol Signal" width="320" height="100"></a>Other Lighting suppliers in ID
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