Last refreshed 2026-05-29
Based on 4 AI engines across 1 buyer language.
AI Readiness pillars
How Shenzhen Ninja Logistics Co., Ltd. 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 Shenzhen Ninja Logistics Co., Ltd., a Logistics supplier in sg. Across recent queries the company scored 39 out of 100 (Dark Signal), with the strongest dimension being Identity and Presence at 80 out of 100 and the weakest Product Clarity at 10 out of 100. 2 AI engines (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. No specific products were surfaced by AI engines for this supplier, which contributes directly to the Product Clarity dimension at 10 out of 100. No certifications or third-party validations surfaced in AI responses, which limits the Buyer Trust dimension at 50 out of 100 and the AI Recommendation Rate at 20 out of 100. The biggest opportunity for improvement is the Product Clarity 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 | 1 / 4 | positive | n/a | None | None |
| DeepSeek | 1 / 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
Create and verify LinkedIn company profile
+12 ptsEstablish and verify a LinkedIn company profile to enhance discoverability and improve search engine visibility. This will help AI systems recognize the company and associate it with logistics services.
Identity & PresenceLow effort
- 2
List key logistics services on website
+15 ptsClearly outline the logistics services offered on the company website to improve clarity for AI and potential clients. This helps AI generate accurate recommendations based on specific offerings.
Product ClarityMedium effort
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