Last refreshed 2026-05-19
Based on 2 AI engines across 1 buyer language.
Dimension breakdown
How AI engines perceive European Vending & Coffee Service Association across the five Signal dimensions.
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What AI says
AI engines have a partial picture of European Vending & Coffee Service Association, a Other Services supplier in be. Across recent queries the company scored 50 out of 100 (Weak Signal), with the strongest dimension being AI Recommendation Rate at 80 out of 100 and the weakest Buyer Trust at 0 out of 100. One AI engine (out of 2 tested: GPT-4o mini, Claude Haiku) 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 0 out of 100 and the AI Recommendation Rate at 80 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 mini | 2 / 2 | neutral | — | None | None |
| Claude Haiku | 0 / 1 | not found | — | None | None |
Improvement Roadmap
Concrete actions to lift this supplier's Signal Score, ranked by impact. Generated from the latest audit.
- 1
Publish member directory with supplier categorization
+18 ptsCreate a publicly indexed webpage listing member companies by service category (equipment suppliers, coffee roasters, maintenance providers, etc.) with direct links to their websites. This clarifies that EVA aggregates suppliers rather than supplying directly, helping AI engines understand your role and route buyer queries to appropriate members.
Product ClarityMedium effort
- 2
Display member certification standards and compliance badges
+16 ptsAdd a public page documenting the certification standards (v18, v17) that member companies meet, with badges or verification links. This transfers trust from EVA's governance role to buyer confidence in member quality, addressing the zero trust signal score.
Buyer Trust SignalsLow effort
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