Last refreshed 2026-06-18
Based on 4 AI engines across 1 buyer language.
AI Readiness pillars
How 联邦製藥國際控股 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 recognize 联邦製藥國際控股, a Pharmaceuticals supplier in cn. Across recent queries the company scored 73 out of 100 (Moderate Signal), with the strongest dimension being AI Recommendation Rate at 100 out of 100 and the weakest Digital Footprint at 30 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 api, 抗生素, 心血管药物. Certifications and trust indicators referenced by AI: 中国gmp, 欧盟cep, 美国fda. The Improvement Roadmap below outlines how to close remaining gaps and push every dimension toward Strong Signal.
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 | 3 / 4 | neutral | n/a | API, 抗生素, 心血管药物 | GMP |
| DeepSeek | 3 / 4 | positive | n/a | 阿莫西林, 克拉维酸钾, 他唑巴坦 | 中国GMP, 欧盟CEP, 美国FDA |
Improvement Roadmap
Concrete actions to lift this supplier's Signal Score, ranked by impact. Generated from the latest audit.
- 1
Create and publish a company profile on LinkedIn
+12 ptsSetting up and populating a LinkedIn company page enhances discoverability and provides essential company information to stakeholders. This increases the chances of being found by AI engines and potential clients.
Identity & PresenceLow effort
- 2
Add detailed product descriptions on the website
+20 ptsIncluding clear descriptions for products not currently mentioned helps clarify offerings and improves AI understanding. This can correct gaps in AI's knowledge about your product line.
Product ClarityMedium effort
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