Last refreshed 2026-06-18
Based on 4 AI engines across 1 buyer language.
AI Readiness pillars
How 无锡前海数贸科技发展有限公司 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 engines have very limited information about 无锡前海数贸科技发展有限公司, a technology services supplier in cn. Across recent queries the company scored 18 out of 100 (Dark Signal), with the strongest dimension being Product Clarity at 40 out of 100 and the weakest AI Recommendation Rate at 0 out of 100. One AI engine (out of 4 tested: GPT-4o mini, Claude Haiku, gemini-2.5-flash, deepseek-chat) returned substantive information about the company across identity, sourcing, and trust prompts. Products surfaced by AI include 数字贸易平台, 外贸综合服务系统, 跨境供应链技术解决方案. No certifications or third-party validations surfaced in AI responses, which limits the Buyer Trust dimension at 25 out of 100 and the AI Recommendation Rate at 0 out of 100. The biggest opportunity for improvement is the AI Recommendation Rate dimension; the Improvement Roadmap below lists concrete supplier-executable actions ranked by expected score uplift.
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 | 数字贸易平台, 外贸综合服务系统, 跨境供应链技术解决方案 | None |
Improvement Roadmap
Concrete actions to lift this supplier's Signal Score, ranked by impact. Generated from the latest audit.
- 1
Establish web presence with schema markup
+12 ptsImplement structured data schema on your website to improve discoverability. This helps AI engines and search engines identify your business effectively, enhancing the identity dimension.
Identity & PresenceMedium effort
- 2
Create profiles on industry directories
+10 ptsList your company on major industry directories and platforms to increase visibility. This will help improve your digital footprint and allow potential customers and AI systems to find your business more easily.
Digital FootprintMedium effort
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