Last refreshed 2026-06-15
Based on 3 AI engines across 1 buyer language.
AI Readiness pillars
How FDTECH MARCIN FRYSZKOWSKI 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 FDTECH MARCIN FRYSZKOWSKI, a Technology supplier in pl. Across recent queries the company scored 41 out of 100 (Weak Signal), with the strongest dimension being Product Clarity at 70 out of 100 and the weakest Buyer Trust at 0 out of 100. 2 AI engines (out of 3 tested: GPT-4o, Claude Sonnet, deepseek-chat) returned substantive information about the company across identity, sourcing, and trust prompts. Products surfaced by AI include it hardware resale, electronics components, it services or software. No certifications or third-party validations surfaced in AI responses, which limits the Buyer Trust dimension at 0 out of 100 and the AI Recommendation Rate at 20 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 |
|---|---|---|---|---|---|
| DeepSeek | 1 / 4 | neutral | n/a | None | None |
| GPT-4o | 0 / 4 | not found | n/a | None | None |
| Claude Sonnet | 1 / 4 | neutral | n/a | IT hardware resale, Electronics components, IT services or software | None |
Improvement Roadmap
Concrete actions to lift this supplier's Signal Score, ranked by impact. Generated from the latest audit.
- 1
Enhance online listings
+12 ptsUpdate and optimize your LinkedIn profile and directory listings with accurate company information, including your products and services. This improves discoverability and helps AI engines recognize your business.
Identity & PresenceLow effort
- 2
Publish certifications on website
+15 ptsList all known certifications (Certified v19, v18, v17) prominently on your website to establish credibility. This addresses the current lack of trust signals and informs potential buyers about your quality standards.
Buyer Trust SignalsMedium effort
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