Training Example: Vale – Review the Data, Give Your Score & Compare to the Real AI Evaluation

Industry Context — Common BS Fingerprints in Industrial, Manufacturing & Engineering
Generic Claims: engineering excellence, quality you can depend on, trusted by leading OEMs, precision in everything we do…
Red Flags: ISO claims without certificate numbers, no equipment or capability specifications, precision claims without tolerance ranges, stock photos of factories…
Semantic Drift Patterns: homepage claims aerospace-grade but capabilities are general machining, claims precision but no tolerances or specifications given, homepage targets OEM partnerships but services are job-shop, ISO certified claims but no certificate number provided…
Proof Expectations: ISO certification numbers with scope and certifying body, specific equipment list with capabilities and tolerances, named industry clients or sectors with examples, material certifications and traceability systems…

Vale

(https://vale.com) 📸 Data Snapshot: May 28, 2026

Analyze the raw signals below. How would a machine score this business’s credibility?

Here are the exact signals captured from up to six pages of the site — the same raw inputs the evaluation engine analyzed. They are grouped by signal type so you can weigh each the way the machine does.

🏗️ Semantic Structure — heading hierarchy & page identity (Info Density · Commodity Fingerprint)
HOMEPAGE Home – Vale (https://vale.com)
Title

Home – Vale

H2 Transforming mining into sustainable development
H2 Commitment to shared progress
H2 ESG in practice
H2 Brumadinho: our commitment to reparation and safety
H2 How Vale is transforming its operation
H2 Our people
H2 Vale now
H3 Mining and Base Metals
H3 Renewable energy
H3 Integrated logistics
H3 We operate with environmental, social, and governance responsibility.
H3 Culture
H3 Sustainability
H3 Innovation
NAV_HEADER_HEADING_REPEATED_BODY_FOOTER What we do: Mining, Logistics, and Energy – Vale (https://vale.com/what-we-do/)
Title

What we do: Mining, Logistics, and Energy – Vale

H1 What we do
H2 Mining is closer than you think.
H2 Operational efficiency and global presence
H2 Safety, care, and integrity
H2 Mining operations
H2 Integrated logistics
H2 Energy
H2 News
H3 The purpose of elimination is to allow the spaces occupied by deactivated dams to be recovered and reintegrated into the environment.  
NAV_HEADER_REPEATED_BODY_FOOTER Vale now – Vale (https://vale.com/vale-now/)
Title

Vale now – Vale

H1 Vale now
H2 Supplier development in Parauapebas strengthens the supply chain and generates local income
H2 Press
H2 Investors
H2 Our stories
H2 Our stories
H2 Reparation
H4 Corrida do Bem Eco Brings Together Sport, Nature and Purpose at Inhotim
H4 Maravilhas III Dam: April 2026 Updates
NAV_REPEATED_FOOTER Digital Accessibility – Vale – Vale (https://vale.com/accessibility/)
Title

Digital Accessibility – Vale – Vale

H1 Accessibility
H2 Commitment to diversity and inclusion
H2 Digital accessibility at Vale
H2 Accessibility shortcuts
H2 Continuous improvement
H2 Frequently Asked Questions
📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE (https://vale.com) Home – Vale
Ir para o rodapé

[H2] Transforming mining into sustainable development
We are a global company, operating responsibly in every country where we are present. Our infrastructure seamlessly connects the extraction of high-quality ore to its transportation via railways and ports, reaching distribution centers efficiently.
[IMG: Stylized icon of a mining cart with a load, illustrated with simple lines. The top part of the cart is yellow and the bottom is green.]
[H3] Mining and Base Metals
Minerals are present in solutions that transform people’s lives for the better, contributing to the advancement of society.

Learn more about mining

[H3] Renewable energy
All the electricity used in Vale's operations in Brazil comes from renewable sources, such as hydroelectric, wind and solar power plants.

Learn more about energy

[H3] Integrated logistics
We have developed a logistics network - with mines, railways, ships, and ports - ensuring agility and efficiency throughout the transportation process.

Learn more about logistics

Learn more about what we do
[H2] Commitment to shared progress
We transform natural resources into sustainable development, always prioritizing people's safety and environmental preservation. We work in partnership with communities, governments, and organizations to promote access to education, culture, healthcare, and social inclusion in the regions where we operate.
Learn more about our commitments

[IMG: Four professionals wearing safety helmets and high-visibility vests review a document together inside an industrial environment, likely a mining or processing facility, highlighting teamwork, safety, and operational planning.]
Photo: Jeferson Capela

[IMG: Foto de placeholder]

[IMG: Foto de placeholder]
Photo: Ricardo Teles

[H2] ESG in practice
[H3] We operate with environmental, social, and governance responsibility.
We are committed to minimizing environmental impacts, empowering local communities, and ensuring ethical and transparent practices across all our operations. Our goal is to leave a positive and lasting legacy for society and the regions where we are present.
Visit our ESG portal

[H2] Brumadinho: our commitment to reparation and safety
We have learned from our history and remain committed to the full reparation of individuals and communities affected by the B1 dam breach. Our actions are guided by the legal settlement and encompass social, environmental, and safety initiatives.
Check out our reparation efforts

[IMG: Three professionals wearing safety glasses, helmets, and high-visibility vests review a technical drawing at an outdoor industrial site, while one of them points toward the horizon, indicating field planning, technical guidance, and operational coordination.]
Photo: Nilmar Lage

[H2] How Vale is transforming its operation

[IMG: Imagem]
Photo: Emanuelle Rebelo

[H3] Culture
For over 20 years, we have supported the promotion of Brazilian culture in its many forms. We believe that access to culture enhances knowledge, strengthens identities, and opens new perspectives for the future.

Learn more about our Culture initiatives

[IMG: Imagem]
Photo: Emanuelle Rebelo

[H3] Sustainability
Sustainability is one of the key drivers of our business. Together, we think, discuss, design, and build a future for mining and for the planet—while remaining committed to the present.

Learn more about our Sustainability initiatives

[IMG: Imagem]
Photo: Germano Assunção

[H3] Innovation
We employ robots, drones, and autonomous vehicles to make our operations safer and more efficient. We also invest in electrification, scientific research, and technological solutions to reduce our environmental impact and transform mining.

Learn more about our Innovation initiatives

[IMG: Foto de placeholder]

[IMG: Foto de placeholder]
Photo: Jeferson Capela

[H2] Our people
People are at the heart of our decisions. We value individual talent and strive to be an increasingly inclusive company—one that acts with respect and fosters open dialogue.
Join our team

Explore all the latest news
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SUB-PAGE (https://vale.com/what-we-do/) What we do: Mining, Logistics, and Energy – Vale
Ir para o rodapé

[IMG: Seven Vale employees, men and women wearing operational uniforms and safety gear, stand smiling in front of a large off-road mining truck to illustrate what we do and the diverse workforce behind our operations]

[IMG: A smiling Vale employee wearing a green reflective vest, hard hat, and ear protection, with a mining operation landscape in the background, representing our commitment to safety and excellence in mining operations.]

[IMG: Worker in an outdoor area wearing a white helmet with company logo, ear protectors, safety goggles, and a green vest with a yellow reflective stripe, standing against a backdrop of mountains, representing safety practices in mining operations.]
Photo: Marcelo Coelho

[IMG: A Vale employee wearing safety goggles and ear protection, standing in front of a large vehicle, highlighting operational efficiency and the focus on workplace safety.]
Photo: Washington Alves

[H2] Mining is closer than you think.
From home construction, healthcare products, new technologies, vehicle manufacturing and home appliances. Our minerals are essential to solutions that improve people's lives and drive social progress.

[H2] Operational efficiency and global presence
To ensure the quality of our ore and the efficiency of our operations,
we manage the entire production chain. This includes investments in
integrated logistics and power generation
to support our operations. To meet the global demand for minerals, our operations, research laboratories, projects, and offices are present across all five continents.

[IMG: A Vale researcher in a laboratory, wearing a white coat, glasses, and blue gloves, while analyzing an Erlenmeyer flask with a green solution. The image illustrates our mining operations and investment in research and innovation.]

Photo: Washington Alves

[H2] Safety, care, and integrity

In every business decision we make, we prioritize people's safety and environmental preservation
,
always acting with respect and integrity. We maintain an ongoing dialogue with the communities where we operate. We aim to learn together to build a positive social, economic, and environmental legacy for everyone.

[IMG: Two Vale professionals in the field, wearing operational uniforms, analyze a notebook or technical manual together under sunlight among trees. The image illustrates our commitment to continuous learning, safety, and care for the environment.]

Photo: Lucas Lenci

[IMG: Smiling Vale employee wearing an orange vest, white hard hat, and safety goggles, standing next to information about our mining operations. The image highlights our leadership in mineral production and commitment to sustainable processes.]

[IMG: Smiling Vale employee wearing an orange vest, white hard hat, and safety goggles, standing next to information about our mining operations. The image highlights our leadership in mineral production and commitment to sustainable processes.]
Photo: Ricardo Teles

[H2] Mining operations
We are one of the world’s largest mining companies and a global leader in iron ore production. We produce high-quality iron ore and pellets and have developed iron ore briquettes—an innovative product with lower carbon emissions.
We are also active in the production of copper and nickel, and have added cobalt, platinum group metals (PGMs), as well as gold and silver, to our portfolio of metals for the energy transition.

Learn more about mining

[IMG: Smiling Vale employee wearing a white hard hat and ear protection, standing in front of a green and yellow locomotive. The image illustrates our integrated logistics and efficiency in transporting minerals by rail.]

[IMG: Person in a railway area wearing a white helmet with company logo and ear protection, dressed in a green uniform with blue detail, standing in front of a locomotive painted in green, yellow, and gray, representing safety practices in railway operations.]
Photo: Ricardo Teles

[H2] Integrated logistics
We efficiently integrate mines, railways, ships, and ports to transport our minerals safely and swiftly to the end customer. Through constant investment in technology and innovation, we lead the railway and port logistics sector in the country.
Learn more about logistics

[IMG: Vale employee wearing a white hard hat with the company logo and safety glasses, standing in front of digital monitoring panels. The image illustrates our investments in clean energy to ensure sustainable mining.]

[IMG: Vale employee wearing a white hard hat with the company logo and safety glasses, standing in front of digital monitoring panels. The image illustrates our investments in clean energy to ensure sustainable mining.]
Photo: Ricardo Teles

[H2] Energy
To reinforce our commitment to decarbonization and combating climate change, we have invested in our own clean energy generation (hydroelectric, wind, and solar). We develop technologies to reduce consumption across our operations and establish strategic partnerships focused on the supply of renewable energy.
Access the page Energy

Dam elimination
[H3] The purpose of elimination is to allow the spaces occupied by deactivated dams to be recovered and reintegrated into the environment.  
This process is one of our commitments towards society, in which we further improve safety procedures.  
Understand elimination and see our containment and reinforcement works.  
Visit 

Access the page De-characterization Program
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Access the page Dams
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[IMG: Imagem placeholder]
Foto:

[IMG: Onda]
[H1] Frequently Asked Questions

What are the main minerals produced by Vale?

Vale is the world leader in iron ore production. The company produces high-quality iron ore and pellets and has developed iron ore briquettes - an innovative product with lower carbon emissions.
It also produces copper and nickel, and its portfolio of metals for the energy transition includes cobalt, platinum group metals (PGMs), as well as gold and silver.

How is mining part of my daily life?

Mining is closer to you than you might think.
Minerals are essential and are found in solutions that improve people’s lives, from building homes and manufacturing appliances and electric cars to technologies used in healthcare.

How does Vale’s integrated logistics system work?

Vale’s integrated logistics system efficiently connects mines, railways, and ports. The system synchronizes production and transportation, ensuring efficiency and safety in the delivery of cargo to customers worldwide.

Does Vale use clean energy in its operations?

Yes, all the electricity used in Vale’s operations in Brazil comes from renewable sources, such as hydroelectric, wind, and solar power.
Vale also invests in self-generated electricity through strategic stakes in hydroelectric generation consortia and in the joint ventures Aliança Geração de Energia S.A. and Aliança Norte S.A.R.

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Supplier development in Parauapebas strengthens the supply chain and generates local income
In 2025, suppliers headquartered or operating in Parauapebas generated approximately R$ 9.6 billion in services and purchases within the municipality, driving multiple sectors of the local economy. These resources were mainly allocated to areas such as engineering, transportation, construction, and earthworks.

[IMG: Visual wave artifact Vale]

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Corrida do Bem Eco Brings Together Sport, Nature and Purpose at Inhotim
Corrida do Bem Eco Brings Together Sport, Nature and Purpose at Inhotim

[IMG: Visual wave artifact Vale]

[IMG: .]

Maravilhas III Dam: April 2026 Updates
Maravilhas III Dam maintained adequate conservation conditions in April 2026, with geotechnical performance within normal parameters and the resumption of second-stage construction works.

[IMG: Visual wave artifact Vale]

[IMG: .]

Vale and the Brazilian Olympic Committee Announce Partnership Uniting Social Transformation, High Performance, and the Excitement of Sport
Vale and BOC sign three-year Olympic partnership focused on social transformation and athletic excellence through Los Angeles 2028

[IMG: Visual wave artifact Vale]

[IMG: .]

Vale Extends Deadline for Professional Training Program
Vale extends enrollment for its Professional Training Program to May 24, with over 200 vacancies in Minas Gerais and Espírito Santo. Apply online.

[IMG: Visual wave artifact Vale]

Scroll to see more

Access all news
8881 chars
SUB-PAGE (https://vale.com/vale-now/) Vale now – Vale
Ir para o rodapé

[IMG: Imagem de header interno]

[IMG: Imagem de header interno]

No ar o edital Desafio Uso Futuro da Mina de Águas Claras (MAC)
Saiba mais

Please enter a valid video URL.
The URL can point to any video file.

[IMG: .]

5/20/26

[H2]
Supplier development in Parauapebas strengthens the supply chain and generates local income

[IMG: .]

5/19/26

[H4]
Corrida do Bem Eco Brings Together Sport, Nature and Purpose at Inhotim

[IMG: .]

5/15/26

[H4]
Maravilhas III Dam: April 2026 Updates

Access all news

News archive Click here to check all news published until november 2022
Access the news archive

Malaysia

Financial Results 1Q26

4/28/26

[IMG: Visual wave artifact Vale]

Malaysia

Vale's production and sales in 1Q26

4/17/26

[IMG: Visual wave artifact Vale]

Malaysia

Vale Releases 2025 Annual Report highlighting progress in safety, sustainability, and value creation

4/15/26

[IMG: Visual wave artifact Vale]

Malaysia

Vale announces the world's 1st ethanol-powered ocean-going vessel; carbon emission reduction can reach 90%

4/9/26

[IMG: Visual wave artifact Vale]

Malaysia

Brucutu Mine, owned by Vale in Minas Gerais, wins the Shingo Prize, the leading global award in management

3/4/26

[IMG: Visual wave artifact Vale]

Scroll to see more

Access Press area

Check out the 1Q26 Financial Results

4/28/26

[IMG: Visual wave artifact Vale]

Check out the Production and sales in 1Q26 and 2026

4/16/26

[IMG: Visual wave artifact Vale]

Check out the 4Q25 Financial Results

2/12/26

[IMG: Visual wave artifact Vale]

Check out the Production and sales in 4Q25 and 2025

1/27/26

[IMG: Visual wave artifact Vale]

Vale Day 2025

11/25/25

[IMG: Visual wave artifact Vale]

Scroll to see more

Access investors area

[IMG: memory space cover]

Vale 80 years
In 2022, Vale celebrates eight decades of existence with the realization that a trajectory so full of chapters cannot be told from a single point of view. Get to know our history.

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50 years of partnership between Vale and China
50 years of partnership between Vale and China

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80 anos Vale: como chegamos até você
You may not even imagine it, but you carry a little piece of Vale’s work with you every day. After all, mining is an indispensable activity in modern life and helps the world evolve. Iron ore, nickel, manganese, among others, may not sound familiar, but they are fundamental raw materials for the production of countless items, such as the device you are using right now.

[IMG: .]

80 anos Vale: para além da mineração
80 anos Vale: para além da mineração

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Amazon – Together, We Make a Difference
Amazon – Together, We Make a Difference

Scroll to see more

Access all our stories

[IMG: Grupo de funcionárias vale]
Mining for them This webseries aims to highlight the work of women in the mining sector, in different roles and hierarchies.

Learn more
[IMG: Arrow pointing to the right]

[IMG: Capa do espaço memória]
Vale 80 years In 2022, Vale celebrates eight decades of existence with the realization that a trajectory so full of chapters cannot be told from a single point of view. Get to know our history.

Learn more
[IMG: Arrow pointing to the right]

[IMG: Capa do espaço memória]
Memory Space The history of a company is the portrait of its experience, its experience, its learning, “stories” told by people, individual memories, the dreams of those who were and are part of its trajectory.

Learn more
[IMG: Arrow pointing to the right]

[IMG: Funcionária Vale em frente ao maquinário]
Integrated Reporting We launched our first Integrated Report, with the results of the management of material topics, updated in 2020 after consultation with its main stakeholders.

Learn more
[IMG: Arrow pointing to the right]

[IMG: Protetores da Floresta]
Protectors of the Forest The forest speaks. But before listening to it, we need to see it up close.

Learn more
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[IMG: Capa do espaço memória]
Women at Vale At Vale, we believe that the female presence is essential for building a more egalitarian and sustainable future. Our recent initiatives focused on inclusion and diversity help us to make further progress in creating a more cooperative environment.

Learn more
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Scroll to see more

[H2] Reparation
Our commitment to repairing the communities and people impacted by the B1 dam failure is constant. See the social, environmental and safety actions taken by Vale.
Access Reparation page

[IMG: https://www.vale.com/pt/a-vale-agora]

[IMG: Imagem placeholder]
Photographer: Ricardo Teles

[IMG: Onda]
5295 chars
SUB-PAGE (https://vale.com/accessibility/) Digital Accessibility – Vale – Vale
Ir para o rodapé

[IMG: A man wearing glasses and a green dress shirt, smiling at the camera. Blurred outdoor environment in the background.]

[IMG: Imagem de header interno]
Photo: José Palma

[IMG: Worker wearing a white hard hat and red safety vest, standing in front of industrial structures.]
Photo: Daniel Mansur

[IMG: Professional in a mining area wearing a hard hat and protective uniform, standing on ore-covered ground with heavy equipment in the background, including an off-road truck and a conveyor belt, illustrating safe operations in an industrial environment.]
Photo: Marcelo Coelho

We believe in respect for diversity and inclusion
[H2] Commitment to diversity and inclusion
We believe in respect for diversity and inclusion. With this in mind, we have developed our website following best practices in digital accessibility for people with disabilities.
To ensure this standard, we strictly follow international and national guidelines:
WCAG 2.1: Web Content Accessibility Guidelines established by the W3C.
e-MAG: Electronic Government Accessibility Model, from the Brazilian government.
With this in mind, our website was developed considering the best practices of digital accessibility for people with disabilities (WCAG 2.1, from W3C, and e-MAG, from the Brazilian government).

[H2] Digital accessibility at Vale
Vale believes that respect for diversity and inclusion must be present across all channels. Therefore, the website was developed following the international Web Content Accessibility Guidelines – WCAG 2.1 and the national e-MAG standards (Electronic Government Accessibility Model).
These guidelines support the creation of more accessible digital environments for people with disabilities, elderly people, and all users who rely on assistive technologies or navigate the website using a keyboard.

[H2] Accessibility shortcuts
In practice, vale.com pages were designed to reduce navigation barriers, with attention to content organization, readability, color contrast, and compatibility with screen readers.
0 – Home
1 – Accessibility page
2 – Increase font
3 – Decrease font
4 – Toggle high contrast mode
5 – Open and close search
Note: keyboard shortcuts work via the keyboard and may vary depending on the browser and operating system used.

[IMG: Three professionals in an industrial setting wearing white hard hats with company logo, ear protection, and green uniforms, positioned near a metal container with documents on top, inside a warehouse with metal structure and rail wagons in the background, representing safety practices and teamwork in operational environments.]

Photo: Marcelo Coelho

[H2] Continuous improvement
Digital accessibility is an ongoing process. Therefore, website updates are carried out continuously, with the aim of expanding access to information and improving the user experience.
If you identify any navigation difficulties or would like to suggest accessibility improvements, please contact us via Contact Us.
Together, we can build an increasingly inclusive platform aligned with different access needs.

[IMG: Two workers wearing safety equipment talk at an outdoor industrial site; a woman holds a clipboard while a man points to it, with heavy machinery and piles of ore in the background.]
Photo: Ricardo Telles

[H2] Frequently Asked Questions

How do I use the numeric accessibility shortcuts in the browser?

We configured our website to respond to numeric keys from 0 to 5. However, to activate them, you need to use a key combination that varies according to your operating system and browser:
Windows (Chrome, Edge or Firefox): Press Alt + the shortcut number.
Mac (Safari or Chrome): Press Control + Option + the shortcut number.

What visual accessibility tools does the Vale website offer?

We make native resources available in the top menu of all our pages to make reading easier. You can use the A+ and A– buttons to increase or decrease the font size, and the Contrast button to change the screen colors, ensuring a more comfortable viewing experience.

What do the WCAG 2.1 and e-MAG accessibility standards mean?

We adopted these acronyms because they represent the highest levels of requirement in digital accessibility. WCAG 2.1 is the set of international guidelines created by the W3C (the global internet consortium). e-MAG is the Electronic Government Accessibility Model, the official Brazilian standard that we also follow to ensure navigation is inclusive for everyone.

How do I submit suggestions or report a browsing issue?

If you encounter any access issues, find an error on the website, or would like to suggest an improvement, simply contact us via the "Contact Us" page,
specifying the page and the issue you encountered.

How do I send suggestions or report a navigation issue?

We are constantly evolving and your feedback is essential. If you encounter any access difficulty, error on the website, or would like to suggest an improvement, please contact us via [specific support email], detailing the page and the issue found. Note: What email address can we use?
5276 chars
🛡️ Trust Signals — reviews, proof links, trust-theatre flag (Trust & Proof)
84Review mentions (all pages)
8External proof links (all pages)
PageReviewsProof links
/ (home) 22 2
/what-we-do/ 23 2
/vale-now/ 22 2
/accessibility/ 17 2
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps (Identity & Authority)
Homepage schema
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                "url": "https://vale.com/",
                "sameAs": [
                    "https://www.facebook.com/valenobrasil/",
                    "https://www.youtube.com/@ValenoBrasil",
                    "https://www.linkedin.com/company/vale/",
                    "https://www.instagram.com/valenobrasil",
                    "https://www.tiktok.com/@valeconhecer"
                ],
                "logo": {
                    "@type": "ImageObject",
                    "@id": "https://vale.com/#/schema/logo/image/",
                    "url": "https://vale.com/documents/d/guest/logo",
                    "contentUrl": "https://vale.com/documents/d/guest/logo"
                }
            },
            {
                "@type": "WebSite",
                "@id": "https://vale.com/#website-en",
                "url": "https://vale.com/",
                "name": "Vale",
                "inLanguage": "en-US",
                "publisher": {
                    "@id": "https://vale.com/#organization"
                },
                "potentialAction": {
                    "@type": "SearchAction",
                    "target": {
                        "@type": "EntryPoint",
                        "urlTemplate": "https://vale.com/search-center?q={search_term_string}"
                    },
                    "query-input": "required name=search_term_string"
                }
            }
        ]
    },
    {
        "@context": "https://schema.org",
        "@graph": [
            {
                "@type": "WebPage",
                "@id": "https://vale.com/vale-now",
                "url": "https://vale.com/vale-now",
                "name": "Vale now",
                "inLanguage": "en-US",
                "isPartOf": {
                    "@id": "https://vale.com/#website-en"
                },
                "publisher": {
                    "@id": "https://vale.com/#organization"
                },
                "breadcrumb": {
                    "@id": "https://vale.com/vale-now#breadcrumb"
                }
            },
            {
                "@type": "BreadcrumbList",
                "@id": "https://vale.com/vale-now#breadcrumb",
                "itemListElement": [
                    {
                        "@type": "ListItem",
                        "position": 1,
                        "name": "Home",
                        "item": "https://vale.com/"
                    },
                    {
                        "@type": "ListItem",
                        "position": 2,
                        "name": "Vale now",
                        "item": "https://vale.com/vale-now"
                    }
                ]
            }
        ]
    }
]
/accessibility/
[
    {
        "@context": "https://schema.org",
        "@graph": [
            {
                "@type": "Organization",
                "@id": "https://vale.com/#organization",
                "name": "Vale",
                "url": "https://vale.com/",
                "sameAs": [
                    "https://www.facebook.com/valenobrasil/",
                    "https://www.youtube.com/@ValenoBrasil",
                    "https://www.linkedin.com/company/vale/",
                    "https://www.instagram.com/valenobrasil",
                    "https://www.tiktok.com/@valeconhecer"
                ],
                "logo": {
                    "@type": "ImageObject",
                    "@id": "https://vale.com/#/schema/logo/image/",
                    "url": "https://vale.com/documents/d/guest/logo",
                    "contentUrl": "https://vale.com/documents/d/guest/logo"
                }
            },
            {
                "@type": "WebSite",
                "@id": "https://vale.com/#website-en",
                "url": "https://vale.com/",
                "name": "Vale",
                "inLanguage": "en-US",
                "publisher": {
                    "@id": "https://vale.com/#organization"
                },
                "potentialAction": {
                    "@type": "SearchAction",
                    "target": {
                        "@type": "EntryPoint",
                        "urlTemplate": "https://vale.com/search-center?q={search_term_string}"
                    },
                    "query-input": "required name=search_term_string"
                }
            }
        ]
    },
    {
        "@context": "https://schema.org",
        "@graph": [
            {
                "@type": "WebPage",
                "@id": "https://vale.com/accessibility",
                "url": "https://vale.com/accessibility",
                "name": "Digital Accessibility - Vale",
                "inLanguage": "en-US",
                "isPartOf": {
                    "@id": "https://vale.com/#website-en"
                },
                "publisher": {
                    "@id": "https://vale.com/#organization"
                },
                "breadcrumb": {
                    "@id": "https://vale.com/accessibility#breadcrumb"
                }
            },
            {
                "@type": "BreadcrumbList",
                "@id": "https://vale.com/accessibility#breadcrumb",
                "itemListElement": [
                    {
                        "@type": "ListItem",
                        "position": 1,
                        "name": "Home",
                        "item": "https://vale.com/"
                    },
                    {
                        "@type": "ListItem",
                        "position": 2,
                        "name": "Digital Accessibility - Vale",
                        "item": "https://vale.com/accessibility"
                    }
                ]
            }
        ]
    }
]

Your Diagnosis

Before revealing the machine’s verdict, predict the BS score for each signal. Higher = more BS (more fluff, less verifiable substance). Drag each slider, then submit to compare your judgment against the engine.

Information Density 0 / 30
Read the Narrative & headings: do hard facts (prices, dates, numbers) outweigh fluff power-words?
Semantic Coherence 0 / 20
Compare the homepage promise against the sub-page reality. Do they hold the same line?
Trust & Proof 0 / 20
Weigh review mentions against actual external proof links. Claims without verification = theatre.
Commodity Fingerprint 0 / 15
Check headings & narrative against the industry clichés in the setup above.
Identity & Authority 0 / 15
Inspect the schema: is there real Organization/Person identity with sameAs links, or gaps?
Your predicted BS score 0 / 100
💡 Stuck? Reveal the heuristic lens — how the deterministic page-auditor reads each signal (no AI, pure pattern rules)

These are the structural rules a local, deterministic auditor applies — the same lens you can use to judge each signal. They describe what to look for, not this company’s result.

Information Density

Classify each sentence as substantive or hollow. Grounding markers — numbers, currencies, dates, technical units, named entities — outweigh marketing adjectives. When fluff sits right next to hard evidence, the fluff is forgiven.

Semantic Alignment

Pull the main entities out of the H1, then check whether they actually recur through the body. A page that announces one thing and then talks about another drifts. Headings with no real sentences underneath read as pseudo-substance.

Trust & Proof

Count trust words (review, testimonial, rating, verified) against real outbound proof links (Google, Trustpilot, Clutch, G2, Yelp). Lots of trust language with zero verification links is trust theatre. Unlinked logo galleries count against it.

Commodity Fingerprint

Look at how much sentence length varies. Natural writing varies its rhythm; templated or mass-produced copy is statistically uniform. Very low variation reads as commodity content — unless unique named entities break the pattern.

Identity & Authority

Inspect the JSON-LD. Is there an Organization or Person schema, and does it carry sameAs links to real external profiles (LinkedIn, socials)? Missing schema or no identity declaration signals an anonymous entity.

Want to apply this lens yourself? The free BS Indicator Chrome extension runs these heuristic checks live on any page. Bear in mind it is a single-page, deterministic tool — it relies only on pattern rules for the page in front of it and does not perform the cross-page semantic correlation this audit uses, so its readout is a starting lens, not the full verdict.

B
BS Level
Industrial, Manufacturing & Engineering
39.4 Avg BS

Based on 2033 businesses audited.

BS Detector

Industrial, Manufacturing & Engineering BS: Vale (vale.com)

https://vale.com 📍 Industry: Industrial, Manufacturing & Engineering
34 BS / 100

Vale displays a moderate amount of corporate-speak and ESG jargon, but it is heavily backed by tangible operational data and financial transparency. It avoids the typical ‘job-shop’ BS of claiming everything without evidence by providing specific dates, locations, and asset names. The score reflects a solid substance-to-signal ratio, marred only by high-level heading fluff and unrendered review data.

Info Density Power-words vs. Substance ratio.
14
47% BS
Semantic Coherence Homepage promise vs. Sub-page reality.
4
20% BS
Trust & Proof Verifiable evidence vs. Trust Theatre.
6
30% BS
Commodity Fingerprint Detection of industry clichés/templates.
7
47% BS
Identity & Authority Expert verifiability & Schema depth.
3
20% BS

Replace abstract H2 headings like ‘ESG in practice’ with data-led headlines such as ‘2025 Sustainability Metrics and Results.’ Link the review_count data to a third-party platform (e.g., Trustpilot or industry-specific audits) to move from trust theatre to verified social proof. Integrate Person schema for key leadership figures to bridge the authority gap from corporate entity to named experts. Include specific tolerance ranges or technical ISO certificate numbers directly in the ‘Integrated Logistics’ and ‘Mining Operations’ sections.

The website perfectly aligns with the Industrial, Manufacturing & Engineering category, specifically focusing on global mining, logistics, and energy infrastructure. The content provides high-level details on iron ore production, base metals for the energy transition, and large-scale industrial logistics.

“The score of 34 indicates Low BS. Information Density (14) was the primary driver due to high corporate jargon in headings, followed by Commodity Fingerprint (7) for standard ESG templates. The score remained low because the Semantic Coherence (4) and Identity (3) pillars demonstrate a high degree of brand honesty and technical substance.”

Verified Analysis Date: May 28, 2026 © 1EuroSEO Independent Evaluator — Non-Sponsored Result
Brand AI Reputation