Last refreshed 2026-05-24
Based on 3 AI engines across 1 buyer language.
Dimension breakdown
How AI engines perceive Goodtech-MFG across the five Signal dimensions.
Weight 30%
Weight 20%
Weight 20%
Weight 15%
Weight 15%
What AI says
AI engines have a partial picture of Goodtech-MFG, a medical devices supplier in cn. Across recent queries the company scored 46 out of 100 (Weak Signal), with the strongest dimension being Product Clarity at 80 out of 100 and the weakest Buyer Trust at 20 out of 100. One AI engine (out of 3 tested: GPT-4o, Claude Sonnet, Perplexity Sonar) returned substantive information about the company across identity, sourcing, and trust prompts. Products surfaced by AI include plastic injection molding, insert molding, over-molding. No certifications or third-party validations surfaced in AI responses, which limits the Buyer Trust dimension at 20 out of 100 and the AI Recommendation Rate at 30 out of 100. The biggest opportunity for improvement is the Buyer Trust 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 | 0 / 1 | not found | n/a | None | None |
| Claude Sonnet | 0 / 1 | not found | n/a | None | None |
| Perplexity Sonar | 1 / 1 | neutral | n/a | Plastic Injection Molding, Insert Molding, Over-molding | None |
Improvement Roadmap
Concrete actions to lift this supplier's Signal Score, ranked by impact. Generated from the latest audit.
- 1
Claim Company Profile on Major Platforms
+12 ptsClaim and verify your profile on LinkedIn and relevant business directories. This improves discoverability and establishes your presence online.
Identity & PresenceLow effort
- 2
Publish Quality Certifications on Website
+15 ptsObtain and prominently display relevant quality certifications such as ISO 13485 for medical devices on your website. This builds credibility and trust with potential buyers.
Buyer Trust SignalsHigh effort
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