Last refreshed 2026-06-21
Based on 4 AI engines across 1 buyer language.
AI Readiness pillars
How Comfit 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Comfit（一家位于美国的营销与广告供应商）所掌握的信息极为有限。综合近期查询结果，该公司总得分为100分中的22分（暗信号评级），其中最强维度为数字足迹，得分为100分中的70分，最弱维度为AI推荐率，得分为100分中的0分。在4个测试的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、采购信息及可信度相关提示返回了实质性内容。AI引擎未能为该供应商呈现任何具体产品信息，这直接影响了产品清晰度维度的得分，该维度得分为100分中的10分。AI回复中未出现任何认证资质或第三方验证信息，这限制了买家信任度维度的得分（100分中的20分）以及AI推荐率的得分（100分中的0分）。当前最大的改进机会在于AI推荐率维度，以下改进路线图列出了供应商可自主执行的具体举措，并按预期得分提升幅度由高到低排列。
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 | 1 / 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
Add structured data markup to your website
+12 ptsImplement schema.org markup for your organization to enhance visibility in search results. This will improve discoverability by AI and increase your found-by-name ratio.
Identity & PresenceMedium effort
- 2
Create a comprehensive LinkedIn company profile
+10 ptsEnsure your LinkedIn profile includes your company details, services, and link to your website. Active and complete profiles improve your visibility to potential buyers and AI.
Identity & PresenceLow effort
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