ReevolSignal

Esn trading ltda

AVANGUARDIA TECH

MX · Science & Technology · www.avanguardiatech.com

Last refreshed 2026-05-26

15Dark Signal

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.

AI Knowledge15 / 100

Weight 40% · Do multiple AI engines recognise you and tell a consistent story

AI Recommendation0 / 100

Weight 30% · When buyers ask AI to source in your niche, do you come up

AI Verdict30 / 100

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 EngineFoundSentimentRatingProducts mentionedCertifications
GPT-4o mini0 / 4not foundNoneNone
Claude Haiku0 / 4not foundNoneNone
Perplexity Sonar3 / 4neutralNoneNone
Gemini 2.5 Flash0 / 4not foundNoneNone
DeepSeek0 / 4not foundNoneNone

Improvement Roadmap

Concrete actions to lift this supplier's Signal Score, ranked by impact. Generated from the latest audit.

  1. 1

    Create a dedicated company website

    +15 pts

    Develop 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. 2

    Publish certifications on LinkedIn

    +10 pts

    Showcase 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

Other Science & Technology suppliers in MX

Top Science & Technology suppliers worldwide

More indexed suppliers in MX