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

Industry Context — Common BS Fingerprints in Beauty, Cosmetics & Personal Care
Generic Claims: visible results, transform your skin, unlock your natural beauty, trusted by millions…
Red Flags: before-and-after photos with different lighting or makeup, clinical claims without study citations, proprietary blend hiding ingredient concentrations, celebrity endorsement without FTC disclosure…
Semantic Drift Patterns: homepage claims clinical-grade but ingredients page shows basic cosmetics, claims natural and clean but ingredient lists include synthetic compounds, homepage targets luxury market but pricing is drugstore-level, claims dermatologist-developed but no dermatologist is named…
Proof Expectations: full ingredient lists (INCI format), specific clinical study references with sample sizes, named dermatologists or formulators with credentials, before-and-after with methodology disclosure…

Rare Beauty

(https://rarebeauty.com) 📸 Data Snapshot: June 19, 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 Rare Beauty by Selena Gomez | Vegan & Cruelty Free Makeup (https://rarebeauty.com)
Title

Rare Beauty by Selena Gomez | Vegan & Cruelty Free Makeup

Meta

Rare Beauty is makeup made to feel good in, without hiding what makes you unique. Shop airy, breathable formulas that are easy to apply, blend and build.

H1 Rare Beauty
H2 Try These Best Sellers
H2 LIMITED TIME30% off Find Comfort Body Collection
H2 EXCLUSIVEbahay kubo x Rare Beauty Headband
H2 NEWBrow Harmony Tinted Flexible Lifting Gel
H2 NEWSoft Pinch Matte Bouncy Blush Mini
H2 NEWTrue to Myself Natural Matte Longwear Foundation
H2 FoundationShade Finder
H2 Make an impact on mental health
H2 WE'VE GONE INTERNATIONAL!
H3 Bestsellers
H3 Soft Pinch Liquid Blush
H3 @RareBeauty
H3 This is Your Community
H3 Shop by Category
H3 Free Makeup Bag w/ $60 USD order.Read More
H3 30% off Find Comfort Collection. Exclusions apply.Shop Now
H3 We think you'll also love…
H3 Your cart is empty.
H3 Get the Look
H4 Sign up for email and/or texts for the latest updates, special offers, and more.
H4 SHOP
H4 COMPANY
H4 CUSTOMER SERVICE
NAV_HEADER_HEADING_REPEATED_BODY Shop our Best Selling Makeup | Rare Beauty by Selena Gomez (https://rarebeauty.com/collections/bestsellers/)
Title

Shop our Best Selling Makeup | Rare Beauty by Selena Gomez

Meta

Shop our best selling makeup for faves you'll want in your makeup bag, from weightless complexion products to easy-to-wear shades for eyes, cheeks & lips.

H1 Our Best Selling Makeup Products
H2 Try These Best Sellers
H2 WE'VE GONE INTERNATIONAL!
H3 Free Makeup Bag w/ $60 USD order.Read More
H3 30% off Find Comfort Collection. Exclusions apply.Shop Now
H3 We think you'll also love…
H3 Your cart is empty.
H4 Sign up for email and/or texts for the latest updates, special offers, and more.
H4 SHOP
H4 COMPANY
H4 CUSTOMER SERVICE
NAV_HEADER_HEADING_REPEATED_BODY_FOOTER Face Makeup Products | Buy Blush, Concealer & More | Rare Beauty (https://rarebeauty.com/collections/face/)
Title

Face Makeup Products | Buy Blush, Concealer & More | Rare Beauty

Meta

Shop our bestselling face makeup collection, including blush, primers, foundation, concealer, and the hydrating 4-in-1 Mist Selena always keeps with her!

NAV_HEADER_HEADING_REPEATED_BODY_FOOTER Eye Makeup Products | Buy Eyeshadow & Eye Primer | Rare Beauty (https://rarebeauty.com/collections/eye/)
Title

Eye Makeup Products | Buy Eyeshadow & Eye Primer | Rare Beauty

Meta

Shop our bestselling eye makeup collection. From primer to palettes and liquid eyeshadow to liner, find everything you need to create a range of eye looks.

H1 Shop Our Eye Makeup Products
H2 Try These Best Sellers
H2 WE'VE GONE INTERNATIONAL!
H3 Free Makeup Bag w/ $60 USD order.Read More
H3 30% off Find Comfort Collection. Exclusions apply.Shop Now
H3 We think you'll also love…
H3 Your cart is empty.
H4 Sign up for email and/or texts for the latest updates, special offers, and more.
H4 SHOP
H4 COMPANY
H4 CUSTOMER SERVICE
📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE (https://rarebeauty.com) Rare Beauty by Selena Gomez | Vegan & Cruelty Free Makeup
[IMG: Set of]

[H2] LIMITED TIME30% off Find Comfort Body Collection
Body care essentials made to feel good (and smell amazing) in. No code needed, exclusions apply. Ends 6/24.
SHOP NOW

[IMG: Female model with dark curly hair wearing a brown headband, with a brand logo in the corner.]
[IMG: Female model with dark curly hair wearing a brown headband, with a brand logo in the corner.]

[H2] EXCLUSIVEbahay kubo x Rare Beauty Headband
bahay kubo’s signature headband in a limited-edition shade. Limited quantities. U.S. only.
SHOP NOW

[H2] NEWBrow Harmony Tinted Flexible Lifting Gel
Our bestselling clear brow gel—now in 6 natural brow shades. Instantly lift, tint, and set brows in one simple step.
SHOP NOW

[H2] NEWSoft Pinch Matte Bouncy Blush Mini
Our fan-fave bouncy blush is now mini! Swipe on a dreamy flush wherever you go. Available in bestselling shades Hope, Worth, and Thriving.
SHOP NOW

[H2] NEWTrue to Myself Natural Matte Longwear Foundation
A self-priming and self-setting foundation with breathable, medium to full coverage that brings out the best in your skin.
SHOP NOW

[H3] Soft Pinch Liquid Blush
Meet our award-winning bestseller that’s sold every four seconds. Lightweight, layerable, long-lasting—and loved by so many worldwide. Get pinch-perfect color in just one dot.
SHOP SOFT PINCH

[H2] FoundationShade Finder
Find your best shade of True to Myself Natural Matte Longwear Foundation in just 4 simple steps.
Match Me

fairlightlight mediummediummedium deepdeep

[H3] @RareBeauty

[H3] This is Your Community
Share your #RareRoutine and tag @rarebeauty for a chance to be featured!
Learn More

[IMG: Rare Beauty makeup model featured on the site.]

Eye

Face

Bestsellers

Eye

Face

Bestsellers

[H2] Make an impact on mental health
1% of Rare Beauty’s annual sales will go directly to the Rare Impact Fund to expand mental health services in underserved communities.Learn More
2055 chars
SUB-PAGE · THIN (https://rarebeauty.com/collections/bestsellers/) Shop our Best Selling Makeup | Rare Beauty by Selena Gomez

                            
0 chars
SUB-PAGE · THIN (https://rarebeauty.com/collections/face/) Face Makeup Products | Buy Blush, Concealer & More | Rare Beauty

                            
0 chars
SUB-PAGE · THIN (https://rarebeauty.com/collections/eye/) Eye Makeup Products | Buy Eyeshadow & Eye Primer | Rare Beauty

                            
0 chars
🛡️ Trust Signals — reviews, proof links, trust-theatre flag (Trust & Proof)
3908Review mentions (all pages)
8External proof links (all pages)
PageReviewsProof links
/ (home) 80 2
/collections/bestsellers/ 1311 2
/collections/face/ 1837 2
/collections/eye/ 680 2
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps (Identity & Authority)
Homepage schema
[
    {
        "@context": "http://schema.org",
        "@type": "Organization",
        "name": "Rare Beauty",
        "url": "https://www.rarebeauty.com",
        "logo": "https://customers.seomanager.com/knowledgegraph/logo/therarebeauty_myshopify_com_logo.jpg",
        "image": "https://customers.seomanager.com/knowledgegraph/logo/therarebeauty_myshopify_com_logo.jpg",
        "contactPoint": [
            {
                "@type": "ContactPoint",
                "telephone": "1-888-892-7273",
                "contactType": "customer service"
            }
        ],
        "sameAs": [
            "https://www.facebook.com/Rare-Beauty-102403614660064/%3Fmodal%3Dadmin_todo_tour",
            "https://twitter.com/rarebeauty",
            "https://www.instagram.com/rarebeauty/",
            "https://www.youtube.com/channel/UCvOtsjwO04Seaep0J2clYEw",
            "https://www.linkedin.com/company/rarebeautyofficial"
        ]
    },
    {
        "@context": "https://schema.org",
        "@type": "HealthAndBeautyBusiness",
        "name": "Rare Beauty",
        "url": "https://www.rarebeauty.com",
        "description": "Rare Beauty is makeup made to feel good in, without hiding what makes you unique. Shop airy, breathable formulas that are easy to apply, blend and build.",
        "image": "https://customers.seomanager.com/knowledgegraph/logo/therarebeauty_myshopify_com_logo.jpg",
        "telephone": "424-502-1061",
        "brand": {
            "@type": "Brand",
            "name": "Rare Beauty"
        },
        "priceRange": "$5 - 35",
        "geo": {
            "@type": "GeoCoordinates",
            "latitude": "33.9188522",
            "longitude": "-118.3951921"
        },
        "address": {
            "@type": "PostalAddress",
            "streetAddress": "222 N Pacific Coast Highway Suite 200",
            "addressLocality": "El Segundo",
            "addressRegion": "California",
            "postalCode": "90245",
            "addressCountry": "US"
        }
    },
    {
        "@context": "https://schema.org",
        "@type": "WebSite",
        "name": "Rare Beauty",
        "url": "www.rarebeauty.com",
        "potentialAction": {
            "@type": "SearchAction",
            "target": {
                "@type": "EntryPoint",
                "urlTemplate": "https://www.rarebeauty.com/search?q={search_term_string}"
            },
            "query-input": "required name=search_term_string"
        }
    }
]
/collections/bestsellers/
{
    "@context": "http://schema.org",
    "@type": "CollectionPage",
    "@id": "https://www.rarebeauty.com/collections/bestsellers",
    "name": "Our Best Selling Makeup Products",
    "url": "https://www.rarebeauty.com/collections/bestsellers",
    "image": "https://www.rarebeauty.com/cdn/shop/files/brow-harmony-flexible-lifting-gel-1440x1952.jpg?v=1762287798&width=1024",
    "mainEntity": {
        "@type": "ItemList",
        "itemListElement": [
            {
                "@type": "ListItem",
                "position": 1,
                "item": {
                    "@id": "https://www.rarebeauty.com/collections/bestsellers/products/brow-harmony-flexible-lifting-gel",
                    "url": "https://www.rarebeauty.com/collections/bestsellers/products/brow-harmony-flexible-lifting-gel"
                }
            },
            {
                "@type": "ListItem",
                "position": 2,
                "item": {
                    "@id": "https://www.rarebeauty.com/collections/bestsellers/products/soft-pinch-tinted-lip-oil",
                    "url": "https://www.rarebeauty.com/collections/bestsellers/products/soft-pinch-tinted-lip-oil"
                }
            },
            {
                "@type": "ListItem",
                "position": 3,
                "item": {
                    "@id": "https://www.rarebeauty.com/collections/bestsellers/products/soft-pinch-luminous-powder-blush",
                    "url": "https://www.rarebeauty.com/collections/bestsellers/products/soft-pinch-luminous-powder-blush"
                }
            },
            {
                "@type": "ListItem",
                "position": 4,
                "item": {
                    "@id": "https://www.rarebeauty.com/collections/bestsellers/products/true-to-myself-natural-matte-longwear-foundation",
                    "url": "https://www.rarebeauty.com/collections/bestsellers/products/true-to-myself-natural-matte-longwear-foundation"
                }
            },
            {
                "@type": "ListItem",
                "position": 5,
                "item": {
                    "@id": "https://www.rarebeauty.com/collections/bestsellers/products/rare-eau-de-parfum-fragrance-gift-set",
                    "url": "https://www.rarebeauty.com/collections/bestsellers/products/rare-eau-de-parfum-fragrance-gift-set"
                }
            },
            {
                "@type": "ListItem",
                "position": 6,
                "item": {
                    "@id": "https://www.rarebeauty.com/collections/bestsellers/products/soft-pinch-liquid-blush",
                    "url": "https://www.rarebeauty.com/collections/bestsellers/products/soft-pinch-liquid-blush"
                }
            },
            {
                "@type": "ListItem",
                "position": 7,
                "item": {
                    "@id": "https://www.rarebeauty.com/collections/bestsellers/products/rare-eau-de-parfum",
                    "url": "https://www.rarebeauty.com/collections/bestsellers/products/rare-eau-de-parfum"
                }
            },
            {
                "@type": "ListItem",
                "position": 8,
                "item": {
                    "@id": "https://www.rarebeauty.com/collections/bestsellers/products/soft-pinch-cheek-lip-trio",
                    "url": "https://www.rarebeauty.com/collections/bestsellers/products/soft-pinch-cheek-lip-trio"
                }
            },
            {
                "@type": "ListItem",
                "position": 9,
                "item": {
                    "@id": "https://www.rarebeauty.com/collections/bestsellers/products/warm-wishes-effortless-bronzer-stick",
                    "url": "https://www.rarebeauty.com/collections/bestsellers/products/warm-wishes-effortless-bronzer-stick"
                }
            }
        ]
    }
}
/collections/face/
{
    "@context": "http://schema.org",
    "@type": "CollectionPage",
    "@id": "https://www.rarebeauty.com/collections/face",
    "name": "Shop Our Face Makeup Products",
    "url": "https://www.rarebeauty.com/collections/face",
    "image": "https://www.rarebeauty.com/cdn/shop/files/ECOMM-SOFT-PINCH-LUMINOUS-POWDER-BLUSH-CHEER.jpg?v=1762292447&width=1024",
    "mainEntity": {
        "@type": "ItemList",
        "itemListElement": [
            {
                "@type": "ListItem",
                "position": 1,
                "item": {
                    "@id": "https://www.rarebeauty.com/collections/face/products/soft-pinch-luminous-powder-blush",
                    "url": "https://www.rarebeauty.com/collections/face/products/soft-pinch-luminous-powder-blush"
                }
            },
            {
                "@type": "ListItem",
                "position": 2,
                "item": {
                    "@id": "https://www.rarebeauty.com/collections/face/products/soft-pinch-liquid-blush-duo",
                    "url": "https://www.rarebeauty.com/collections/face/products/soft-pinch-liquid-blush-duo"
                }
            },
            {
                "@type": "ListItem",
                "position": 3,
                "item": {
                    "@id": "https://www.rarebeauty.com/collections/face/products/soft-pinch-matte-bouncy-blush-mini",
                    "url": "https://www.rarebeauty.com/collections/face/products/soft-pinch-matte-bouncy-blush-mini"
                }
            },
            {
                "@type": "ListItem",
                "position": 4,
                "item": {
                    "@id": "https://www.rarebeauty.com/collections/face/products/true-to-myself-natural-matte-longwear-foundation",
                    "url": "https://www.rarebeauty.com/collections/face/products/true-to-myself-natural-matte-longwear-foundation"
                }
            },
            {
                "@type": "ListItem",
                "position": 5,
                "item": {
                    "@id": "https://www.rarebeauty.com/collections/face/products/soft-touch-makeup-blending-sponge",
                    "url": "https://www.rarebeauty.com/collections/face/products/soft-touch-makeup-blending-sponge"
                }
            },
            {
                "@type": "ListItem",
                "position": 6,
                "item": {
                    "@id": "https://www.rarebeauty.com/collections/face/products/silicone-sponge-case",
                    "url": "https://www.rarebeauty.com/collections/face/products/silicone-sponge-case"
                }
            },
            {
                "@type": "ListItem",
                "position": 7,
                "item": {
                    "@id": "https://www.rarebeauty.com/collections/face/products/warm-wishes-soft-matte-powder-bronzer",
                    "url": "https://www.rarebeauty.com/collections/face/products/warm-wishes-soft-matte-powder-bronzer"
                }
            },
            {
                "@type": "ListItem",
                "position": 8,
                "item": {
                    "@id": "https://www.rarebeauty.com/collections/face/products/soft-pinch-liquid-blush",
                    "url": "https://www.rarebeauty.com/collections/face/products/soft-pinch-liquid-blush"
                }
            },
            {
                "@type": "ListItem",
                "position": 9,
                "item": {
                    "@id": "https://www.rarebeauty.com/collections/face/products/soft-pinch-liquid-contour",
                    "url": "https://www.rarebeauty.com/collections/face/products/soft-pinch-liquid-contour"
                }
            }
        ]
    }
}
/collections/eye/
{
    "@context": "http://schema.org",
    "@type": "CollectionPage",
    "@id": "https://www.rarebeauty.com/collections/eye",
    "name": "Shop Our Eye Makeup Products",
    "url": "https://www.rarebeauty.com/collections/eye",
    "image": "https://www.rarebeauty.com/cdn/shop/files/brow-harmony-flexible-lifting-gel-1440x1952.jpg?v=1762287798&width=1024",
    "mainEntity": {
        "@type": "ItemList",
        "itemListElement": [
            {
                "@type": "ListItem",
                "position": 1,
                "item": {
                    "@id": "https://www.rarebeauty.com/collections/eye/products/brow-harmony-flexible-lifting-gel",
                    "url": "https://www.rarebeauty.com/collections/eye/products/brow-harmony-flexible-lifting-gel"
                }
            },
            {
                "@type": "ListItem",
                "position": 2,
                "item": {
                    "@id": "https://www.rarebeauty.com/collections/eye/products/brow-harmony-precision-pencil",
                    "url": "https://www.rarebeauty.com/collections/eye/products/brow-harmony-precision-pencil"
                }
            },
            {
                "@type": "ListItem",
                "position": 3,
                "item": {
                    "@id": "https://www.rarebeauty.com/collections/eye/products/perfect-strokes-universal-volumizing-mascara",
                    "url": "https://www.rarebeauty.com/collections/eye/products/perfect-strokes-universal-volumizing-mascara"
                }
            },
            {
                "@type": "ListItem",
                "position": 4,
                "item": {
                    "@id": "https://www.rarebeauty.com/collections/eye/products/perfect-strokes-matte-liquid-liner-brown",
                    "url": "https://www.rarebeauty.com/collections/eye/products/perfect-strokes-matte-liquid-liner-brown"
                }
            },
            {
                "@type": "ListItem",
                "position": 5,
                "item": {
                    "@id": "https://www.rarebeauty.com/collections/eye/products/perfect-strokes-universal-volumizing-mascara-brown",
                    "url": "https://www.rarebeauty.com/collections/eye/products/perfect-strokes-universal-volumizing-mascara-brown"
                }
            },
            {
                "@type": "ListItem",
                "position": 6,
                "item": {
                    "@id": "https://www.rarebeauty.com/collections/eye/products/essential-neutrals-eyeshadow-palette",
                    "url": "https://www.rarebeauty.com/collections/eye/products/essential-neutrals-eyeshadow-palette"
                }
            },
            {
                "@type": "ListItem",
                "position": 7,
                "item": {
                    "@id": "https://www.rarebeauty.com/collections/eye/products/all-of-the-above-weightless-eyeshadow-stick",
                    "url": "https://www.rarebeauty.com/collections/eye/products/all-of-the-above-weightless-eyeshadow-stick"
                }
            },
            {
                "@type": "ListItem",
                "position": 8,
                "item": {
                    "@id": "https://www.rarebeauty.com/collections/eye/products/positive-light-under-eye-brightener-1",
                    "url": "https://www.rarebeauty.com/collections/eye/products/positive-light-under-eye-brightener-1"
                }
            },
            {
                "@type": "ListItem",
                "position": 9,
                "item": {
                    "@id": "https://www.rarebeauty.com/collections/eye/products/selena-s-lash-brow-duo",
                    "url": "https://www.rarebeauty.com/collections/eye/products/selena-s-lash-brow-duo"
                }
            }
        ]
    }
}

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
Beauty, Cosmetics & Personal Care
45.4 Avg BS

Based on 1453 businesses audited.

BS Detector

Beauty, Cosmetics & Personal Care BS: Rare Beauty (rarebeauty.com)

https://rarebeauty.com 📍 Industry: Beauty, Cosmetics & Personal Care
24 BS / 100

Rare Beauty is a high-substance celebrity brand that largely avoids the ‘pseudo-science’ trap of the cosmetics industry. Its BS score is low because it replaces vague ‘revolutionary’ claims with specific social impact metrics and clear product utility. The only significant fluff is the lack of specific attribution for its ‘award-winning’ and sales velocity labels.

Info Density Power-words vs. Substance ratio.
9
30% BS
Semantic Coherence Homepage promise vs. Sub-page reality.
1
5% BS
Trust & Proof Verifiable evidence vs. Trust Theatre.
8
40% BS
Commodity Fingerprint Detection of industry clichés/templates.
6
40% BS
Identity & Authority Expert verifiability & Schema depth.
0
0% BS

Add specific citations or badges for the ‘award-winning’ claims (e.g., ‘Allure Best of Beauty 2023’). Provide a link to the third-party certification bodies for ‘Vegan & Cruelty Free’ status, such as PETA or Leaping Bunny. Include a methodology footnote for the ‘sold every four seconds’ claim to transition it from marketing fluff to verifiable data. Ensure the ‘Make an impact’ section links directly to a transparency report for the Rare Impact Fund.

The site content perfectly aligns with the Beauty, Cosmetics & Personal Care category. It focuses on makeup products (blush, foundation, brow gel) with specific industry-standard claims like ‘Vegan & Cruelty Free.’

“The score of 24 indicates minimal bullshit. The points were primarily triggered by Trust and Proof (8/20) due to unlinked 'award' claims and Commodity Fingerprint (6/15) for standard retail template usage. The site achieved a perfect 0 in Identity and Authority due to its comprehensive and valid schema data.”

Verified Analysis Date: June 19, 2026 © 1EuroSEO Independent Evaluator — Non-Sponsored Result
Brand AI Reputation