Last refreshed 2026-06-15
Based on 4 AI engines across 1 buyer language.
AI Readiness pillars
How Concept Fire 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引擎关于Concept Fire的信息极为有限，该公司是xx地区的一家供暖服务供应商。综合近期查询结果，该公司在满分100分中获得19分（暗信号），其中最强维度为数字足迹，得分50分，最弱维度为AI推荐率，得分0分。在测试的4个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、采购及信任相关提示返回了实质性信息。AI引擎未检索到该供应商的任何具体产品信息，这直接影响了产品清晰度维度的得分，该维度仅得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的得分，该维度仅得20分，AI推荐率亦为0分。当前最大的改进机会在于AI推荐率维度，下方的改进路线图列出了供应商可执行的具体行动，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 |
| Claude Haiku | 0 / 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
Claim your business on Google My Business
+12 ptsComplete the Google My Business profile for increased visibility in local searches, improving discoverability and overall identity signal. This step helps users find credible information about your services easily.
Identity & PresenceLow effort
- 2
Implement structured data on your website
+10 ptsAdd schema markup to your website to enhance its visibility and ensure search engines understand your business information. This improves your identity score by making your business more discoverable in search results.
Identity & PresenceMedium effort
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