Forbes
(https://www.forbes.com) 📸 Data Snapshot: May 16, 2026Count 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.
The site contains some trust theatre elements; while the homepage indicates a false trust_theatre_flag, the Business and Innovation sub-pages display high review_counts (92 and 77 respectively) with a proof_links_count of 0. This suggests that ‘reviews’ are used as a quantitative aesthetic on collection pages without providing direct verification paths for those specific metrics in the provided data structure.
Proof density is significantly higher than industry average, with a heavy reliance on specific, verifiable data points like ’11-second resume reviews’ and ‘$1.4 billion ballroom.’ The site maintains credibility through real-time updates (Last Updated: 5/15/2026) and specific citations of federal agencies (FBI, DOJ, FDA) across all 6 pages.
Trust & Proof is read by weighing trust language against real verification. Below is the page-by-page tally of review mentions and external proof links, then the schema markup that may (or may not) declare verifiable ratings and identity proof.
🛡️ Trust Signals — reviews, proof links, trust-theatre check
| Page | Reviews | Proof links |
|---|---|---|
| / (home) | 28 | 2 |
| /search/ | 0 | 0 |
| /business/ | 92 | 0 |
| /vetted/ | 106 | 1 |
| /careers/ | 82 | 0 |
| /innovation/ | 77 | 0 |
🔗 Identity & Technical Layer — schema JSON-LD: declared ratings, reviews & identity proof
Homepage schema
{
"@context": "https://schema.org",
"@type": "Organization",
"name": "Forbes",
"url": "https://www.forbes.com/",
"logo": "https://i.forbesimg.com/media/assets/forbes_1200x1200.jpg",
"address": {
"@type": "PostalAddress",
"addressCountry": "United States",
"addressLocality": "Jersey City",
"addressRegion": "NJ",
"postalCode": "07310",
"streetAddress": "499 Washington Blvd"
},
"founder": "B. C. Forbes",
"email": "mailto:feedback@forbes.com",
"sameAs": [
"https://plus.google.com/+Forbes",
"https://www.facebook.com/forbes/",
"https://twitter.com/Forbes",
"https://www.instagram.com/forbes/",
"https://www.youtube.com/user/forbes",
"https://www.linkedin.com/company/forbes-magazine"
],
"potentialAction": {
"@type": "SearchAction",
"target": "https://www.forbes.com/search/?q={search_term}",
"query-input": "required name=search_term"
}
}
/search/
{
"@context": "https://schema.org",
"@type": "WebPage",
"name": "Forbes Search",
"description": "Search Forbes information, including lists, people, places, companies and more. Forbes has many special features to help you find exactly what you want.",
"url": "https://www.forbes.com/search/",
"publisher": {
"@type": "Organization",
"name": "Forbes"
}
}
/business/
[
{
"@context": "http://schema.org",
"@type": "WebPage",
"name": "Business",
"description": "Forbes is a leading source for reliable news and updated analysis on Business. Read the breaking Business coverage and top headlines on Forbes.com",
"image": {
"@type": "ImageObject"
},
"publisher": {
"@type": "Organization",
"name": "Forbes"
}
},
{
"@type": "CollectionPage",
"@context": "https://schema.org",
"inLanguage": "en",
"url": "https://www.forbes.com/Business/",
"name": "Business",
"description": "Forbes is a leading source for reliable news and updated analysis on Business. Read the breaking Business coverage and top headlines on Forbes.com",
"mainEntity": {
"@context": "http://schema.org",
"@type": "ItemList",
"itemListElement": [
{
"@context": "http://schema.org",
"@type": "ListItem",
"url": "https://www.forbes.com/sites/janetnovack/2026/05/09/anxiety-over-social-security-benefits-grows-as-funding-cliff-looms/",
"position": 1
},
{
"@context": "http://schema.org",
"@type": "ListItem",
"url": "https://www.forbes.com/sites/maryroeloffs/2026/05/11/all-passengers-are-off-the-hantavirus-stricken-cruise-ship-latest-updates/",
"position": 2
},
{
"@context": "http://schema.org",
"@type": "ListItem",
"url": "https://www.forbes.com/sites/conormurray/2026/05/11/how-ai-is-driving-up-the-costs-of-phones-games-and-computers/",
"position": 3
},
{
"@context": "http://schema.org",
"@type": "ListItem",
"url": "https://www.forbes.com/sites/current-climate/2026/05/11/integrating-solar-on-the-farm/",
"position": 4
},
{
"@context": "http://schema.org",
"@type": "ListItem",
"url": "https://www.forbes.com/sites/zacharyfolk/2026/05/10/trump-still-wants-fort-knox-review-to-see-if-the-gold-is-there/",
"position": 5
},
{
"@context": "http://schema.org",
"@type": "ListItem",
"url": "https://www.forbes.com/sites/tax-breaks/2026/05/09/tax-breaks-the-tax-law-is-having-a-constitutional-moment-edition/",
"position": 6
},
{
"@context": "http://schema.org",
"@type": "ListItem",
"url": "https://www.forbes.com/sites/conormurray/2026/05/08/nothing-burger-critics-disappointed-with-trumps-ufo-files/",
"position": 7
},
{
"@context": "http://schema.org",
"@type": "ListItem",
"url": "https://www.forbes.com/sites/fredalbert/2026/05/09/americas-top-architects-an-island-home-by-new-yorks-desai-chia-architecture/",
"position": 8
},
{
"@context": "http://schema.org",
"@type": "ListItem",
"url": "https://www.forbes.com/sites/antoniopequenoiv/2026/05/08/trump-announces-ceasefire-in-russia-ukraine-war-but-prior-truces-have-largely-failed/",
"position": 9
}
]
}
}
]
/vetted/
{
"@context": "http://schema.org",
"@graph": [
{
"@type": "WebPage",
"headline": "Forbes Vetted",
"description": "Forbes Vetted",
"url": "https://www.forbes.com/vetted/",
"inLanguage": "en-US",
"image": {
"@type": "ImageObject",
"url": "https://imageio.forbes.com/specials-images/imageserve/62d6b4e84973cf4561f269bb/forbes-thumb/0x0.jpg",
"width": 542.79,
"height": 304.6,
"caption": "Forbes Vetted"
},
"dateModified": "2023-09-20T13:24:08-04:00",
"publisher": {
"@type": "NewsMediaOrganization",
"name": "Forbes",
"url": "https://www.forbes.com/",
"ethicsPolicy": "https://www.forbes.com/sites/forbesstaff/article/forbes-editorial-values-and-standards/",
"logo": "https://imageio.forbes.com/i-forbesimg/media/amp/images/forbes-logo-dark.png?format=png&height=455&width=650&fit=bounds"
}
},
{
"@type": "BreadcrumbList",
"itemListElement": [
{
"@type": "ListItem",
"position": 1,
"name": "Forbes",
"item": "https://www.forbes.com/"
},
{
"@type": "ListItem",
"position": 2,
"name": "Forbes Vetted",
"item": "https://www.forbes.com/vetted/"
}
]
},
{
"@type": "CollectionPage",
"mainEntity": [
{
"@type": "ListItem",
"name": "Mattress & Sleep",
"url": "https://www.forbes.com/vetted/mattress-sleep/"
},
{
"@type": "ListItem",
"name": "Home",
"url": "https://www.forbes.com/vetted/home/"
},
{
"@type": "ListItem",
"name": "Fashion",
"url": "https://www.forbes.com/vetted/fashion/"
},
{
"@type": "ListItem",
"name": "Kids & Baby Gear",
"url": "https://www.forbes.com/vetted/kids-baby-gear/"
},
{
"@type": "ListItem",
"name": "Gear",
"url": "https://www.forbes.com/vetted/gear/"
},
{
"@type": "ListItem",
"name": "Beauty & Grooming",
"url": "https://www.forbes.com/vetted/beauty-grooming/"
},
{
"@type": "ListItem",
"name": "Tech & Electronics",
"url": "https://www.forbes.com/vetted/tech-electronics/"
},
{
"@type": "ListItem",
"name": "Travel",
"url": "https://www.forbes.com/vetted/travel/"
},
{
"@type": "ListItem",
"name": "Gifts",
"url": "https://www.forbes.com/vetted/gifts/"
},
{
"@type": "ListItem",
"name": "Deals",
"url": "https://www.forbes.com/vetted/deals/"
}
]
}
]
}
/careers/
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"@context": "http://schema.org",
"@type": "WebPage",
"name": "Careers",
"description": "Forbes is a leading source for reliable news and updated analysis on Careers. Read the latest Careers coverage and top headlines on Forbes.com.",
"image": {
"@type": "ImageObject"
},
"publisher": {
"@type": "Organization",
"name": "Forbes"
}
},
{
"@type": "CollectionPage",
"@context": "https://schema.org",
"inLanguage": "en",
"url": "https://www.forbes.com/Careers/",
"name": "Careers",
"description": "Forbes is a leading source for reliable news and updated analysis on Careers. Read the latest Careers coverage and top headlines on Forbes.com.",
"mainEntity": {
"@context": "http://schema.org",
"@type": "ItemList",
"itemListElement": [
{
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"@type": "ListItem",
"url": "http://www.forbes.com/sites/shodewan/2026/05/16/how-a-layoff-can-secretly-accelerate-your-career/",
"position": 1
},
{
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"@type": "ListItem",
"url": "http://www.forbes.com/sites/courtney-connley-hampton/2026/05/14/ai-is-shrinking-entry-level-jobs-heres-how-recent-grads-can-stand-out/",
"position": 2
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"position": 3
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"position": 4
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"url": "http://www.forbes.com/sites/courtneyconnley-hampton/2026/05/08/in-ai-age-recruiters-spend-11-seconds-a-resume-heres-what-they-notice/",
"position": 5
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"url": "http://www.forbes.com/sites/courtneyconnley-hampton/2026/05/08/heres-where-jobs-are-growing-and-shrinking/",
"position": 6
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"url": "https://www.forbes.com/sites/rachelpeachman/2026/03/24/americas-best-large-employers--the-top-100-for-2026/",
"position": 7
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"url": "https://www.forbes.com/sites/carolinecastrillon/2026/01/08/these-10-jobs-are-most-likely-to-get-a-pay-raise-in-2026/",
"position": 8
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"url": "https://www.forbes.com/sites/tracybrower/2026/01/06/how-leaders-unlock-the-power-of-purpose-at-work/",
"position": 9
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"url": "https://www.forbes.com/sites/williamarruda/2026/01/06/3-simple-ways-to-make-linkedin-work-for-you-in-2026/",
"position": 10
}
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}
]
/innovation/
[
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"@type": "WebPage",
"name": "Innovation",
"description": "innovation",
"image": {
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},
"publisher": {
"@type": "Organization",
"name": "Forbes"
}
},
{
"@type": "CollectionPage",
"@context": "https://schema.org",
"inLanguage": "en",
"url": "https://www.forbes.com/Innovation/",
"name": "Innovation",
"description": "innovation",
"mainEntity": {
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"@type": "ItemList",
"itemListElement": [
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"url": "https://www.forbes.com/sites/richardnieva/2026/05/06/corgi-ai-unicorn/",
"position": 1
},
{
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"@type": "ListItem",
"url": "https://www.forbes.com/sites/annatong/2026/05/07/three-dudes-run-the-biggest-ai-romantic-fantasy-site-for-women/",
"position": 2
},
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"url": "https://www.forbes.com/sites/rashishrivastava/2026/04/30/inside-sunos-25-billion-bet-that-ai-made-music-is-here-to-stay/",
"position": 3
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"url": "https://www.forbes.com/sites/iainmartin/2026/05/07/former-openai-researcher-to-raise-500-million-for-ai-science-startup/",
"position": 4
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"url": "https://www.forbes.com/sites/iainmartin/2026/04/16/how-frances-mistral-built-a-14-billion-ai-empire-by-not-being-american/",
"position": 5
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"url": "https://www.forbes.com/sites/alanohnsman/2026/04/23/spacexs-ipo-could-leave-tesla-eating-rocket-dust/",
"position": 6
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{
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"url": "https://www.forbes.com/sites/rashishrivastava/2026/04/15/mercors-23-year-old-billionaire-founders-grapple-with-employee-fraud-and-north-korean-infiltration/",
"position": 7
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"@type": "ListItem",
"url": "https://www.forbes.com/sites/annatong/2026/03/05/cursor-goes-to-war-for-ai-coding-dominance/",
"position": 8
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"url": "https://www.forbes.com/sites/amyfeldman/2025/08/11/longer-leash-on-life-inside-the-dog-longevity-startup-loyal/",
"position": 9
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{
"@context": "http://schema.org",
"@type": "ListItem",
"url": "https://www.forbes.com/sites/emilybaker-white/2025/08/18/with-trumps-tiktok-ban-on-hold-bytedance-is-quietly-launching-ai-apps/",
"position": 10
}
]
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}
]
This page presents a snapshot of public data from Forbes, captured on May 16, 2026, to show how machine logic reads Trust & Proof signals into an AI reputation evaluation.
Purpose: This data is presented under “Fair Use” for the purpose of independent signal analysis, allowing readers to see the raw signals behind the reputation score.
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