Employer Visibility Snapshot
Vale ranks #6 of 105 Manufacturing & Industrial employers in Brazil on the PerceptionX Employer Visibility Index (September 2026), with an AI Visibility Score of 28.2 out of 100. Across all 1222 tracked employers in Brazil, Vale ranks #134.
AI models most frequently position Vale alongside Embraer, Bosch, and Braskem when discussing Manufacturing & Industrial employers.
The company shows strongest employer visibility in Application & Communication, Career Opportunities and Compensation. Visibility gaps exist in Candidate Feedback, Company Culture and Inclusion, where competitors tend to dominate the AI narrative.
Vale's Visibility Score has fallen from 34.5 to 28.2 across its last 4 measurements (since February 2026), climbing 3 places in the Manufacturing & Industrial rankings. Over that period it has moved ahead of Gerdau and Weg. Volkswagen has moved ahead of it. It now trails Volkswagen by 5.1 points.
This analysis is based on AI-generated responses from ChatGPT, Google Gemini, and Perplexity. Data is refreshed regularly to reflect changes in AI employer perception.
Data updated 2026-09-20. Machine-readable data: https://employers.perceptionx.ai/api/company/vale.
Theme rankings — Manufacturing & Industrial, Brazil
| Theme | Rank | Score |
|---|---|---|
| Compensation | #4 | 66.7 |
| Job Security | #4 | 66.7 |
| Application & Communication | #4 | 66.7 |
| Innovation | #6 | 66.7 |
| Leadership | #13 | 33.3 |
| Mission, Purpose & Impact | #15 | 33.3 |
| Career Opportunities | #27 | 33.3 |
Ranking history
| Month | Rank | Visibility Score |
|---|---|---|
| April 2026 | #11 | 16.7 |
| March 2026 | #14 | 10.5 |
| February 2026 | #9 | 34.5 |
FAQs
What does Vale's Employer Visibility Score mean?
Vale's Visibility Score of 28.2 measures how frequently AI models like ChatGPT, Google Gemini, and Perplexity mention Vale when candidates ask about Manufacturing & Industrial employers. A higher score means greater discoverability in AI-powered job research.
How does Vale compare to competitors?
Vale ranks #6 out of 105 Manufacturing & Industrial companies. AI most frequently mentions Vale alongside Embraer, Bosch, Braskem, Volkswagen, Ambev. This ranking is based on visibility across ChatGPT, Google Gemini, and Perplexity.
Why are Sentiment and Relevance locked?
Sentiment and Relevance data — along with full job function breakdowns — are part of the PerceptionX intelligence report. The public index shows Visibility only. Speak to our team to access the full picture for Vale.
How can Vale improve its score?
Visibility is driven by the quality, consistency, and reach of an employer's brand content across sources AI models train on. PerceptionX identifies the specific themes and platforms where Vale is underrepresented and provides strategic recommendations to close those gaps.
How often is Vale's data updated?
Rankings are recalculated monthly. Each update reflects the latest AI model outputs and any changes in how Vale is described in response to candidate research queries.
Does Vale need to be a PerceptionX customer to appear here?
No. The Visibility Index tracks employers based on how AI models describe them — any employer with sufficient AI coverage appears automatically. PerceptionX customers gain access to deeper analytics, competitive intelligence, and improvement recommendations.
What does a full PerceptionX report include?
A full PerceptionX report covers additional AI models, custom prompts tailored to your specific job functions and markets, Sentiment and Relevance scoring alongside Visibility, a breakdown of which sources AI draws on, and proprietary strategic recommendations for closing gaps in AI employer perception.