Last refreshed 2026-06-19
Based on 4 AI engines across 1 buyer language.
AI Readiness pillars
How In2Log 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 a partial picture of In2Log, a logistics & supply chain supplier in cn. Across recent queries the company scored 57 out of 100 (Weak Signal), with the strongest dimension being Product Clarity at 90 out of 100 and the weakest AI Recommendation Rate at 20 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. Products surfaced by AI include freight forwarding, supply chain management, air. Certifications and trust indicators referenced by AI: iso 9001, iso 14001, nvocc license (china). 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 |
|---|---|---|---|---|---|
| DeepSeek | 1 / 4 | neutral | n/a | freight forwarding, supply chain management, air | NVOCC license (China), China International Freight Forwarders Association (CIFA) |
| GPT-4o mini | 0 / 4 | not found | n/a | None | None |
| Claude Haiku | 1 / 4 | not found | n/a | None | ISO 9001, ISO 14001 |
| Gemini 2.5 Flash | 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 detailed company profile on LinkedIn
+12 ptsCreate and optimize a LinkedIn company profile that includes key information about In2Log and its services. This enhances discoverability and legitimacy, addressing the lack of reliable information found by AI engines.
Identity & PresenceLow effort
- 2
Obtain and showcase relevant certifications
+15 ptsApply for and publicly display recognized certifications such as ISO 9001 and ISO 14001 on the company website. This builds credibility and assures potential clients of your compliance with industry standards.
Buyer Trust SignalsHigh effort
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