Last refreshed 2026-06-15
Based on 4 AI engines across 1 buyer language.
AI Readiness pillars
How Cointelco 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Cointelco的信息掌握极为有限,该公司是一家位于co.的工程类供应商。综合近期查询结果,该公司得分为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,即便以公司名称、品类或域名进行查询亦然。AI引擎未能呈现该供应商的任何具体产品,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,这使买家信任维度得分受限于100分中的0分,AI推荐率维度同样为100分中的0分。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序,列出了供应商可自主执行的具体行动。
AI engine breakdown
One row per AI engine. Aggregates identity, sourcing, trust, and verdict queries.
| AI Engine | Found | Sentiment | Rating | Products mentioned | Certifications |
|---|---|---|---|---|---|
| GPT-4o mini | 0 / 4 | not found | n/a | None | None |
| Claude Haiku | 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 |
Improvement Roadmap
Concrete actions to lift this supplier's Signal Score, ranked by impact. Generated from the latest audit.
- 1
Publish company details on LinkedIn
+12 ptsCreate a comprehensive LinkedIn company page with updated contact information, a clear description of services, and links to your website. This enhances discoverability and helps AI engines index your company accurately.
Identity & PresenceLow effort
- 2
Implement web schema structured data
+10 ptsAdd appropriate web schema markup to your website to provide search engines with detailed information about your business, such as name, address, and services. This improves AI visibility and ensures accurate representation in search results.
Identity & PresenceMedium effort
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