Last refreshed 2026-05-26
Based on 5 AI engines across 1 buyer language.
AI Readiness pillars
How Esn trading ltda 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 very limited information about Esn trading ltda, a Science & Technology supplier in mx. Across recent queries the company scored 20 out of 100 (Dark Signal), with the strongest dimension being Identity and Presence at 50 out of 100 and the weakest AI Recommendation Rate at 0 out of 100. One AI engine (out of 5 tested: GPT-4o mini, Claude Haiku, Perplexity Sonar, gemini-2.5-flash) 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 0 out of 100. 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 |
|---|---|---|---|---|---|
| GPT-4o mini | 0 / 4 | not found | — | None | None |
| Claude Haiku | 0 / 4 | not found | — | None | None |
| Perplexity Sonar | 3 / 4 | neutral | — | None | None |
| Gemini 2.5 Flash | 0 / 4 | not found | — | None | None |
| DeepSeek | 0 / 4 | not found | — | None | None |
Improvement Roadmap
Concrete actions to lift this supplier's Signal Score, ranked by impact. Generated from the latest audit.
- 1
Create a dedicated company website
+15 ptsDevelop and publish a professional website to enhance discoverability and provide accurate information about your business. This will improve your identity score by making it easier for AI and potential clients to find and verify your company.
Identity & PresenceHigh effort
- 2
Publish certifications on LinkedIn
+10 ptsShowcase your certifications like Certified v19 and Certified v17 on your LinkedIn profile. This improves buyer trust by demonstrating credibility and adherence to industry standards.
Buyer Trust SignalsMedium effort
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