Training Example: Economist Intelligence Unit (EIU) – Review the Data, Give Your Score & Compare to the Real AI Evaluation

Industry Context — Common BS Fingerprints in Business Consulting & Coaching
Generic Claims: unlock your potential, take your business to the next level, proven results, trusted by Fortune 500 companies…
Red Flags: income claims without substantiation, vague methodology with proprietary branding but no substance, no named clients or anonymized case studies only, consultant biography with no verifiable career history…
Semantic Drift Patterns: homepage claims Fortune 500 experience but case studies are small businesses, claims data-driven but no methodology or metrics framework described, homepage targets C-suite but offerings are entry-level workshops, claims industry specialization but serves every sector…
Proof Expectations: named client case studies with measurable outcomes, specific revenue or efficiency improvements with numbers, named consultant credentials and career history, verifiable corporate experience at claimed companies…

Economist Intelligence Unit (EIU)

(https://eiu.com) 📸 Data Snapshot: May 29, 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 Global Insights & Market Intelligence | Economist Intelligence Unit (https://eiu.com)
Title

Global Insights & Market Intelligence | Economist Intelligence Unit

Meta

EIU is the world leader in global business intelligence & market insights. View our solutions & read our insights today to make strategic & impactful decisions.

H1 Global insights and market intelligence
H2 Empowering the world’s leading organisations
H2 Providing clients with critical guidance
H2 Strategic insight, tailored to your sector
H2 Explore our solutions
H2 EIU’s unrivalled global coverage, your way
H2 Why EIU?
H2 Explore the latest developments
H2 Stay informed on global themes
H2 Featured reports
H2 Intelligent insights, delivered directly to your inbox
H3 Be prepared
H3 Plan effectively
H3 Assess risk
H3 Explore new markets
H3 Expert analysis at the intersection of economics and politics
H3 Intelligence you can trust
H3 Financial services
H3 Government institutions
H3 Corporates
H3 Academic institutions
H3 Prepare for what’s ahead
H3 Identify, compare and mitigate risk across 180 markets
H3 Monitoring fiscal, currency and banking sector risks
H3 Extensive global coverage
H3 Challenging consensus
H3 Independence
H3 Front-line concerns: EIU insights on today's pressing leadership questions
H3 US national security strategy reshapes relations with Latin America
H3 Chart of the week: will Iran rejoin global finance?
H3 Democracy Index 2025—the pause in democratic decline and what it means for business risk
H3 Viewpoint Lens AI prompting guide
H3 Democracy Index 2025
H3 Trade outlook 2026
NAV_HEADER_HEADING_REPEATED Global Insights & Market Intelligence | Economist Intelligence Unit (https://eiu.com/n/)
Title

Global Insights & Market Intelligence | Economist Intelligence Unit

Meta

EIU is the world leader in global business intelligence & market insights. View our solutions & read our insights today to make strategic & impactful decisions.

H1 Global insights and market intelligence
H2 Empowering the world’s leading organisations
H2 Providing clients with critical guidance
H2 Strategic insight, tailored to your sector
H2 Explore our solutions
H2 EIU’s unrivalled global coverage, your way
H2 Why EIU?
H2 Explore the latest developments
H2 Stay informed on global themes
H2 Featured reports
H2 Intelligent insights, delivered directly to your inbox
H3 Be prepared
H3 Plan effectively
H3 Assess risk
H3 Explore new markets
H3 Expert analysis at the intersection of economics and politics
H3 Intelligence you can trust
H3 Financial services
H3 Government institutions
H3 Corporates
H3 Academic institutions
H3 Prepare for what’s ahead
H3 Identify, compare and mitigate risk across 180 markets
H3 Monitoring fiscal, currency and banking sector risks
H3 Extensive global coverage
H3 Challenging consensus
H3 Independence
H3 Front-line concerns: EIU insights on today's pressing leadership questions
H3 US national security strategy reshapes relations with Latin America
H3 Chart of the week: will Iran rejoin global finance?
H3 Democracy Index 2025—the pause in democratic decline and what it means for business risk
H3 Viewpoint Lens AI prompting guide
H3 Democracy Index 2025
H3 Trade outlook 2026
NAV_HEADER_HEADING_REPEATED Viewpoint Lens AI prompting guide – Economist Intelligence Unit (https://eiu.com/n/guide/viewpoint-lens-ai-prompting-guide/)
Title

Viewpoint Lens AI prompting guide – Economist Intelligence Unit

Meta

Global trade is entering another year of heightened volatility. As concerns around US protectionism and the "Liberation Day" tariff architecture carry into 2026, governments and firms are being forced to rethink supply chains and strategic alliances.

H1 Master AI-powered analysis with the Viewpoint Lens prompting guide
H2 Download the guide for practical insights on optimising your strategic research:
H2 Download the guide
NAV_HEADER_HEADING_REPEATED Democracy Index 2025 – Economist Intelligence Unit (https://eiu.com/n/campaigns/democracy-index-2025/)
Title

Democracy Index 2025 – Economist Intelligence Unit

Meta

Global trade is entering another year of heightened volatility. As concerns around US protectionism and the "Liberation Day" tariff architecture carry into 2026, governments and firms are being forced to rethink supply chains and strategic alliances.

H1 Democracy Index 2025
H2 Topic covered in this report:
H2 Download the summary report
H2 Explore our solutions
H3 Preparing you for what’s ahead
H3 Identify, compare and mitigate risk across 180 markets
H3 Monitoring fiscal, currency and banking sector risk
📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE · THIN (https://eiu.com) Global Insights & Market Intelligence | Economist Intelligence Unit
Skip to content
15 chars
SUB-PAGE · THIN (https://eiu.com/n/) Global Insights & Market Intelligence | Economist Intelligence Unit
Skip to content
15 chars
SUB-PAGE · THIN (https://eiu.com/n/guide/viewpoint-lens-ai-prompting-guide/) Viewpoint Lens AI prompting guide – Economist Intelligence Unit
Skip to content
15 chars
SUB-PAGE · THIN (https://eiu.com/n/campaigns/democracy-index-2025/) Democracy Index 2025 – Economist Intelligence Unit
Skip to content
15 chars
🛡️ Trust Signals — reviews, proof links, trust-theatre flag (Trust & Proof)
22Review mentions (all pages)
4External proof links (all pages)
PageReviewsProof links
/ (home) 7 1
/n/ 7 1
/n/guide/viewpoint-lens-ai-prompting-guide/ 4 1
/n/campaigns/democracy-index-2025/ 4 1
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps (Identity & Authority)
Homepage schema
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    "@context": "https://schema.org",
    "@graph": [
        {
            "@type": "WebPage",
            "@id": "https://www.eiu.com/n/",
            "url": "https://www.eiu.com/n/",
            "name": "Global Insights & Market Intelligence | Economist Intelligence Unit",
            "isPartOf": {
                "@id": "https://www.eiu.com/n/#website"
            },
            "primaryImageOfPage": {
                "@id": "https://www.eiu.com/n/#primaryimage"
            },
            "image": {
                "@id": "https://www.eiu.com/n/#primaryimage"
            },
            "thumbnailUrl": "https://www.eiu.com/n/wp-content/uploads/2025/10/ECO21066-Hero-Images-1440x800-Economist-Intelligence-EIU-v1_opt.webp",
            "datePublished": "2019-09-27T07:44:16+00:00",
            "dateModified": "2026-04-08T09:10:46+00:00",
            "description": "EIU is the world leader in global business intelligence & market insights. View our solutions & read our insights today to make strategic & impactful decisions.",
            "breadcrumb": {
                "@id": "https://www.eiu.com/n/#breadcrumb"
            },
            "inLanguage": "en-GB",
            "potentialAction": [
                {
                    "@type": "ReadAction",
                    "target": [
                        "https://www.eiu.com/n/"
                    ]
                }
            ]
        },
        {
            "@type": "ImageObject",
            "inLanguage": "en-GB",
            "@id": "https://www.eiu.com/n/#primaryimage",
            "url": "https://www.eiu.com/n/wp-content/uploads/2025/10/ECO21066-Hero-Images-1440x800-Economist-Intelligence-EIU-v1_opt.webp",
            "contentUrl": "https://www.eiu.com/n/wp-content/uploads/2025/10/ECO21066-Hero-Images-1440x800-Economist-Intelligence-EIU-v1_opt.webp"
        },
        {
            "@type": "BreadcrumbList",
            "@id": "https://www.eiu.com/n/#breadcrumb",
            "itemListElement": [
                {
                    "@type": "ListItem",
                    "position": 1,
                    "name": "Home"
                }
            ]
        },
        {
            "@type": "WebSite",
            "@id": "https://www.eiu.com/n/#website",
            "url": "https://www.eiu.com/n/",
            "name": "Economist Intelligence Unit",
            "description": "The world's leading provider of country analysis and forecasts",
            "potentialAction": [
                {
                    "@type": "SearchAction",
                    "target": {
                        "@type": "EntryPoint",
                        "urlTemplate": "https://www.eiu.com/n/?s={search_term_string}"
                    },
                    "query-input": {
                        "@type": "PropertyValueSpecification",
                        "valueRequired": true,
                        "valueName": "search_term_string"
                    }
                }
            ],
            "inLanguage": "en-GB"
        }
    ]
}
/n/
{
    "@context": "https://schema.org",
    "@graph": [
        {
            "@type": "WebPage",
            "@id": "https://www.eiu.com/n/",
            "url": "https://www.eiu.com/n/",
            "name": "Global Insights & Market Intelligence | Economist Intelligence Unit",
            "isPartOf": {
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            },
            "primaryImageOfPage": {
                "@id": "https://www.eiu.com/n/#primaryimage"
            },
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                "@id": "https://www.eiu.com/n/#primaryimage"
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            "thumbnailUrl": "https://www.eiu.com/n/wp-content/uploads/2025/10/ECO21066-Hero-Images-1440x800-Economist-Intelligence-EIU-v1_opt.webp",
            "datePublished": "2019-09-27T07:44:16+00:00",
            "dateModified": "2026-04-08T09:10:46+00:00",
            "description": "EIU is the world leader in global business intelligence & market insights. View our solutions & read our insights today to make strategic & impactful decisions.",
            "breadcrumb": {
                "@id": "https://www.eiu.com/n/#breadcrumb"
            },
            "inLanguage": "en-GB",
            "potentialAction": [
                {
                    "@type": "ReadAction",
                    "target": [
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                    ]
                }
            ]
        },
        {
            "@type": "ImageObject",
            "inLanguage": "en-GB",
            "@id": "https://www.eiu.com/n/#primaryimage",
            "url": "https://www.eiu.com/n/wp-content/uploads/2025/10/ECO21066-Hero-Images-1440x800-Economist-Intelligence-EIU-v1_opt.webp",
            "contentUrl": "https://www.eiu.com/n/wp-content/uploads/2025/10/ECO21066-Hero-Images-1440x800-Economist-Intelligence-EIU-v1_opt.webp"
        },
        {
            "@type": "BreadcrumbList",
            "@id": "https://www.eiu.com/n/#breadcrumb",
            "itemListElement": [
                {
                    "@type": "ListItem",
                    "position": 1,
                    "name": "Home"
                }
            ]
        },
        {
            "@type": "WebSite",
            "@id": "https://www.eiu.com/n/#website",
            "url": "https://www.eiu.com/n/",
            "name": "Economist Intelligence Unit",
            "description": "The world's leading provider of country analysis and forecasts",
            "potentialAction": [
                {
                    "@type": "SearchAction",
                    "target": {
                        "@type": "EntryPoint",
                        "urlTemplate": "https://www.eiu.com/n/?s={search_term_string}"
                    },
                    "query-input": {
                        "@type": "PropertyValueSpecification",
                        "valueRequired": true,
                        "valueName": "search_term_string"
                    }
                }
            ],
            "inLanguage": "en-GB"
        }
    ]
}
/n/guide/viewpoint-lens-ai-prompting-guide/
{
    "@context": "https://schema.org",
    "@graph": [
        {
            "@type": "WebPage",
            "@id": "https://www.eiu.com/n/guide/viewpoint-lens-ai-prompting-guide/",
            "url": "https://www.eiu.com/n/guide/viewpoint-lens-ai-prompting-guide/",
            "name": "Viewpoint Lens AI prompting guide - Economist Intelligence Unit",
            "isPartOf": {
                "@id": "https://www.eiu.com/n/#website"
            },
            "primaryImageOfPage": {
                "@id": "https://www.eiu.com/n/guide/viewpoint-lens-ai-prompting-guide/#primaryimage"
            },
            "image": {
                "@id": "https://www.eiu.com/n/guide/viewpoint-lens-ai-prompting-guide/#primaryimage"
            },
            "thumbnailUrl": "https://www.eiu.com/n/wp-content/uploads/2026/05/viewpoint-lens-expanded.png",
            "datePublished": "2026-05-15T07:42:03+00:00",
            "dateModified": "2026-05-20T09:43:28+00:00",
            "description": "Global trade is entering another year of heightened volatility. As concerns around US protectionism and the \"Liberation Day\" tariff architecture carry into 2026, governments and firms are being forced to rethink supply chains and strategic alliances.",
            "breadcrumb": {
                "@id": "https://www.eiu.com/n/guide/viewpoint-lens-ai-prompting-guide/#breadcrumb"
            },
            "inLanguage": "en-GB",
            "potentialAction": [
                {
                    "@type": "ReadAction",
                    "target": [
                        "https://www.eiu.com/n/guide/viewpoint-lens-ai-prompting-guide/"
                    ]
                }
            ]
        },
        {
            "@type": "ImageObject",
            "inLanguage": "en-GB",
            "@id": "https://www.eiu.com/n/guide/viewpoint-lens-ai-prompting-guide/#primaryimage",
            "url": "https://www.eiu.com/n/wp-content/uploads/2026/05/viewpoint-lens-expanded.png",
            "contentUrl": "https://www.eiu.com/n/wp-content/uploads/2026/05/viewpoint-lens-expanded.png",
            "width": 1870,
            "height": 850
        },
        {
            "@type": "BreadcrumbList",
            "@id": "https://www.eiu.com/n/guide/viewpoint-lens-ai-prompting-guide/#breadcrumb",
            "itemListElement": [
                {
                    "@type": "ListItem",
                    "position": 1,
                    "name": "Home",
                    "item": "https://www.eiu.com/n/"
                },
                {
                    "@type": "ListItem",
                    "position": 2,
                    "name": "Viewpoint Lens AI prompting guide"
                }
            ]
        },
        {
            "@type": "WebSite",
            "@id": "https://www.eiu.com/n/#website",
            "url": "https://www.eiu.com/n/",
            "name": "Economist Intelligence Unit",
            "description": "The world's leading provider of country analysis and forecasts",
            "potentialAction": [
                {
                    "@type": "SearchAction",
                    "target": {
                        "@type": "EntryPoint",
                        "urlTemplate": "https://www.eiu.com/n/?s={search_term_string}"
                    },
                    "query-input": {
                        "@type": "PropertyValueSpecification",
                        "valueRequired": true,
                        "valueName": "search_term_string"
                    }
                }
            ],
            "inLanguage": "en-GB"
        }
    ]
}
/n/campaigns/democracy-index-2025/
{
    "@context": "https://schema.org",
    "@graph": [
        {
            "@type": "WebPage",
            "@id": "https://www.eiu.com/n/campaigns/democracy-index-2025/",
            "url": "https://www.eiu.com/n/campaigns/democracy-index-2025/",
            "name": "Democracy Index 2025 - Economist Intelligence Unit",
            "isPartOf": {
                "@id": "https://www.eiu.com/n/#website"
            },
            "primaryImageOfPage": {
                "@id": "https://www.eiu.com/n/campaigns/democracy-index-2025/#primaryimage"
            },
            "image": {
                "@id": "https://www.eiu.com/n/campaigns/democracy-index-2025/#primaryimage"
            },
            "thumbnailUrl": "https://www.eiu.com/n/wp-content/uploads/2026/04/1920x1152_DemocracyIndex2025_Hero-image.png",
            "datePublished": "2026-04-06T10:44:18+00:00",
            "dateModified": "2026-04-14T08:38:25+00:00",
            "description": "Global trade is entering another year of heightened volatility. As concerns around US protectionism and the \"Liberation Day\" tariff architecture carry into 2026, governments and firms are being forced to rethink supply chains and strategic alliances.",
            "breadcrumb": {
                "@id": "https://www.eiu.com/n/campaigns/democracy-index-2025/#breadcrumb"
            },
            "inLanguage": "en-GB",
            "potentialAction": [
                {
                    "@type": "ReadAction",
                    "target": [
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                    ]
                }
            ]
        },
        {
            "@type": "ImageObject",
            "inLanguage": "en-GB",
            "@id": "https://www.eiu.com/n/campaigns/democracy-index-2025/#primaryimage",
            "url": "https://www.eiu.com/n/wp-content/uploads/2026/04/1920x1152_DemocracyIndex2025_Hero-image.png",
            "contentUrl": "https://www.eiu.com/n/wp-content/uploads/2026/04/1920x1152_DemocracyIndex2025_Hero-image.png",
            "width": 1920,
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        },
        {
            "@type": "BreadcrumbList",
            "@id": "https://www.eiu.com/n/campaigns/democracy-index-2025/#breadcrumb",
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                    "position": 1,
                    "name": "Home",
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                },
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                    "@type": "ListItem",
                    "position": 2,
                    "name": "Democracy Index 2025"
                }
            ]
        },
        {
            "@type": "WebSite",
            "@id": "https://www.eiu.com/n/#website",
            "url": "https://www.eiu.com/n/",
            "name": "Economist Intelligence Unit",
            "description": "The world's leading provider of country analysis and forecasts",
            "potentialAction": [
                {
                    "@type": "SearchAction",
                    "target": {
                        "@type": "EntryPoint",
                        "urlTemplate": "https://www.eiu.com/n/?s={search_term_string}"
                    },
                    "query-input": {
                        "@type": "PropertyValueSpecification",
                        "valueRequired": true,
                        "valueName": "search_term_string"
                    }
                }
            ],
            "inLanguage": "en-GB"
        }
    ]
}

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
Business Consulting & Coaching
45.8 Avg BS

Based on 153 businesses audited.

BS Detector

Business Consulting & Coaching BS: Economist Intelligence Unit (EIU) (eiu.com)

https://eiu.com 📍 Industry: Business Consulting & Coaching
16 BS / 100

A rare example of institutional substance. EIU avoids the ‘guru’ pitfalls of the consulting industry by lead-generating through proprietary data products rather than vague transformational promises.

Info Density Power-words vs. Substance ratio.
5
17% BS
Semantic Coherence Homepage promise vs. Sub-page reality.
0
0% BS
Trust & Proof Verifiable evidence vs. Trust Theatre.
3
15% BS
Commodity Fingerprint Detection of industry clichés/templates.
4
27% BS
Identity & Authority Expert verifiability & Schema depth.
4
27% BS

Integrate Person schema for lead analysts mentioned in ‘Expert analysis’ blocks to close the authority gap. Replace generic H2 headings like ‘Empowering the world’s leading organisations’ with data-backed headers such as ‘Intelligence used by 80% of the Fortune 500.’ Add external proof links to the 7 reviews cited on the homepage to move the trust score to zero. Include specific technical specifications for the ‘Viewpoint Lens’ tool directly in the heading hierarchy.

The site perfectly matches the Business Consulting & Intelligence industry. The focus on country analysis, risk mitigation across 180 markets, and proprietary indexes like the Democracy Index 2025 confirms it operates as a high-level strategic intelligence provider rather than a generic coaching firm.

“The score of 16 is driven primarily by minor authority gaps in the schema and the use of a few generic template headings. The site is a benchmark for low-BS professional services, scoring near-zero in semantic drift and information density.”

Verified Analysis Date: May 29, 2026 © 1EuroSEO Independent Evaluator — Non-Sponsored Result
Brand AI Reputation