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

Industry Context — Common BS Fingerprints in Media, News & Publishing
Generic Claims: trusted news source, unbiased reporting, the truth, delivered, journalism that matters…
Red Flags: no named editorial staff, sponsored content without clear labelling, no corrections or complaints policy, ownership and funding not disclosed…
Semantic Drift Patterns: claims editorial independence but content is sponsored, claims fact-checked but no corrections policy visible, homepage says investigative but content is aggregated wire stories, claims community voice but no local reporting staff…
Proof Expectations: named journalists and editorial staff, published editorial standards and ethics code, corrections and complaints policy, ownership and funding transparency…

Merriam-Webster

(https://merriam-webster.com) 📸 Data Snapshot: May 30, 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 Merriam-Webster: America's Most Trusted Dictionary (https://merriam-webster.com)
Title

Merriam-Webster: America's Most Trusted Dictionary

Meta

Find definitions for over 300,000 words from the most authoritative English dictionary. Continuously updated with new words and meanings.

H2 Grammar & Usage
H2 Games & Quizzes
H2 Wordplay
H2 Time Traveler
H2 Videos
H2 Videos
H2 Browse the Dictionary
H2 Browse the Thesaurus
H2 Browse Example Sentences
H3 Slang & Trending Words
H3 Missing Link Quiz May 2026
H3 12 Words From Basketball
H3 Games & Quizzes
H3 Word of the Day
H3 More Commonly Misspelled Words
H3 8 Grammar Terms You Used to Know, But Forgot
H3 Did we change the definition of 'literally'?
H3 'Gray' vs. 'Grey': What is the difference?
H3 Ten Words Ending with a Silent ‘T’
H3 9 Other Words for Beautiful
H3 Putting Adjectives in the Right Order
H3 Why Jaywalking is Called Jaywalking
H3 Video: Why is there a 'c' in 'indict'?
H3 'Nip it in the butt' or 'Nip it in the bud'?
H3 How to Remember the Spelling of 'Definitely'
H3 Word Choices: A New Video Series from Merriam-Webster
H3 Apps
H3 Podcast
H3 Shop
H4 Books
H4 Merch
NAV_HEADER_HEADING_REPEATED Grammar Rules & Usage Guide | Merriam-Webster (https://merriam-webster.com/grammar/)
Title

Grammar Rules & Usage Guide | Merriam-Webster

Meta

In this grammar guide, learn commonly confused words & sayings, word usage, punctuation tips, and rules for spelling & pronunciation.

H1 Grammar & Usage
H2 Popular
H2 Commonly Confused
H2 Commonly Confused
H2 Usage Notes
H2 Spelling & Pronunciation
H2 Spelling & Pronunciation
H2 Punctuation
H3 Winning Words and the Champs Who Spelled Them
H3 Words in Disguise: Do these seem familiar?
H3 7 Pairs of Commonly Confused Words
H3 5 Verbal Slip Ups and Language Mistakes
H3 On ‘Suffice It to Say’
H3 Regarding the Incorrect Use of 'Decimate'
H3 Is it 'nerve-racking' or 'nerve-wracking'?
H3 The Difference Between 'i.e.' and 'e.g.'
H3 Democracy or Republic: What's the difference?
H3 Every Letter Is Silent, Sometimes: A-Z List of Examples
H3 More Commonly Mispronounced Words
H3 Is it 'forty' or 'fourty'?
H3 Your vs. You're: How to Use Them Correctly
H3 Is it 'jail' or 'prison'?
H3 'Deduction' vs. 'Induction' vs. 'Abduction'
H3 'Awhile' vs. 'A While'
H3 Verbs, Explained: A Guide to Tenses and Types
H3 First, Second and Third Person Explained
H3 31 Useful Rhetorical Devices
H3 Are 'funner' and 'funnest' real words?
H3 Can you use 'comprised of'?
H3 The Many Plurals of 'Octopus'
H3 How to Remember the Spelling of 'Definitely'
H3 Why does English have so many silent letters?
H3 Video: Why is there a 'c' in 'indict'?
H3 10 Words You See But Don't Hear
H3 To Use or Not Use the "?" in Requests
H3 All About Ellipses …
H3 How to Use Word Division Dots and Syllable Hyphens
H3 A Guide to Using Colons
H3 A Guide to Using Semicolons
NAV_HEADER_HEADING_REPEATED Wordplay: For the Love of Language | Merriam-Webster (https://merriam-webster.com/wordplay/)
Title

Wordplay: For the Love of Language | Merriam-Webster

Meta

Fascinating facts about the words we use, plus strange and interesting words you

H1 Wordplay
H2 Popular
H2 Word Choices
H2 Arts & Culture
H2 Obscure & Fun
H2 Obscure & Fun
H2 Foreign
H2 Games & Hobbies
H2 Insults
H2 Insults
H2 Science & Nature
H2 Word History
H3 Cattywampus, Taradiddle, and More Funny-Sounding Words
H3 The Longest Long Words List
H3 The Appetizing Origins of 'Slush Fund'
H3 Ten Words Ending with a Silent ‘T’
H3 Strange Words for Body Functions
H3 Where does 'curiosity killed the cat' come from?
H3 What to Call the Inept, Incompetent, and Inferior
H3 The Words of the Week – May 29
H3 Insults and Compliments from Recent Slang
H3 How long is a jiffy?
H3 Even More Bird Names that Sound Like Insults (and Sometimes Are)
H3 Gabrielle Zevin
H3 Emily Flake
H3 Celeste Ng
H3 Eli Cymet
H3 Emma Straub
H3 Has ‘supper’ always meant ‘dinner?'
H3 9 Financial Words With Surprising Origins
H3 10 Phrases from Shakespeare
H3 7 Words from Political Scandals
H3 Stay Woke
H3 'Arsy-Varsy,' and Other Snappy Reduplicatives
H3 Words for That Certain Person
H3 16 Glee-ridden Words from Schitt's Creek
H3 10 Words for Uncommon Colors
H3 10 Better Ways to Say Underwear
H3 Acushla, and More Irish Words for Your Sweetheart
H3 'In Vino Veritas' and Other Latin Phrases to Live By
H3 10 of Our Favourite British Words
H3 10 English Words from Dutch
H3 Schadenfreude and Other German Words Without Translation
H3 Why Is the Sport Called ‘Pickleball’?
H3 A Player's Guide to 'Q' without 'U' Words
H3 Why 'Love' Means "Nothing"
H3 8 Prohibition-Era Words
H3 The Scoop on 'The Proof Is in the Pudding'
H3 Better Ways to Say "This Sucks"
H3 Rare and Amusing Insults, Volume 2
H3 12 More Bird Names that Sound Like Insults (and Sometimes Are)
H3 Rare and Amusing Insults, Volume 3
H3 Suck-ups, Lickspittles, and Toadeaters: Words for Flatterers and Sycophants
H3 Fruit vs. Vegetable
H3 7 Especially Fitting Common Names for Plants
H3 12 Words for Signs of Spring
H3 14 Phobias You Probably Haven't Heard Of
H3 7 Luscious, Fruit-Based Idioms
H3 7 Run-Down Words That Have Seen Better Days
H3 Compound Words That Used to Make a Lot More Sense
H3 What Does 'Wi-Fi' Really Mean?
H3 Skibidi, Mog & More: Gen Alpha Slang
H3 Why did Yankee Doodle call a feather 'macaroni'?
NAV_HEADER_HEADING_REPEATED Slang Dictionary – Merriam-Webster (https://merriam-webster.com/slang/)
Title

Slang Dictionary – Merriam-Webster

Meta

Find definitions for popular slang and trending words, phrases and emojis.

H1 Slang & Trending
H3 sussy baka
H3 algospeak
H3 chalked
H3 choppelganger
H3 uncanny valley
H3 pookie
H3 butter mom
H3 chat
H3 hit different
H3 4 20
H3 41
H3 abrosexual
H3 AF
H3 AFAIK
H3 agentic
H3 AGI
H3 almond mom
H3 ate (and left no crumbs)
H3 auntie
H3 aura
H3 Can you solve 4 words at once?
H3 Can you solve 4 words at once?
H4 Word of the Day
H4 unctuous
📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE (https://merriam-webster.com) Merriam-Webster: America's Most Trusted Dictionary
[H3] Games & Quizzes
New Challenges Every Day

[IMG: the-loop]

[IMG: quordle-icon]
Quordle

[IMG: octordle icon 8 dots]
Octordle

[IMG: tightrope]
Tightrope

[IMG: reunion]

[IMG: blossom game flower image]
Blossom

[IMG: revealed]
Revealed

[IMG: missing-letter]
The Missing Letter

More Games & Quizzes

[H3] Word of the Day
May 30, 2026

Get Word of the Day in your inbox!

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Advertisement

[H2]
Time Traveler

[IMG: Time Traveler]

Find words from the year you were born … and beyond!

[H2] Videos

[H2] Videos

[H3] Video: Why is there a 'c' in 'indict'?
And who put it there, anyway?

[H3] 'Nip it in the butt' or 'Nip it in the bud'?
We're gonna stop you right there

[H3] How to Remember the Spelling of 'Definitely'
A definitive answer.

See All

[H3] Word Choices: A New Video Series from Merriam-Webster
Celebrated writers share their quest to find the right words

Advertisement

[H3] Apps

[IMG: Merriam-Webster Dictionary App]

Take America's most trusted dictionary wherever you go

[IMG: App Store]

[IMG: Play Store]

[H3] Podcast

[IMG: Merriam-Webster Podcast]

From the fun and familiar to the strange and obscure, learn something new every day with Merriam-Webster

Listen

[H3] Shop

[IMG: book set from merriam-webster dictionary thesarurus and vocabulary builder]

[IMG: alt-65f84feca03d0]

[H4] Books

Dictionaries

Thesauruses

Books for Kids

Support Schools

[H4] Merch

Shirts

Mugs

Puzzles

Bags

[H2]
Browse the Dictionary

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0-9
BIO
GEO

[H2]
Browse the Thesaurus

A

B

C

D

E

F

G

H

I

J

K

L

M

N

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P

Q

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0-9

[H2]
Browse Example Sentences

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Advertisement
2274 chars
SUB-PAGE (https://merriam-webster.com/grammar/) Grammar Rules & Usage Guide | Merriam-Webster
Commonly Confused
Usage Notes
Spelling & Pronunciation
Punctuation

[H2] Commonly Confused

[H2] Commonly Confused

[H3] Is it 'forty' or 'fourty'?
This is usage

Read

[H3] Your vs. You're: How to Use Them Correctly
Here's your explanation, and you're welcome

Read

[H3] Is it 'jail' or 'prison'?
How they differ and overlap

Read

[H3] 'Deduction' vs. 'Induction' vs. 'Abduction'
Mmm, logic

Read

See All

[H3] 'Awhile' vs. 'A While'
There are rules, but who's listening?

[H2] Spelling & Pronunciation

[H2] Spelling & Pronunciation

[H3] The Many Plurals of 'Octopus'
But which is correct?

Read

[H3] How to Remember the Spelling of 'Definitely'
A definitive answer.

[H3] Why does English have so many silent letters?
Inexplicable silent letters, explained

Read

[H3] Video: Why is there a 'c' in 'indict'?
And who put it there, anyway?

See All

[H3] 10 Words You See But Don't Hear
How to pronounce 10 words with unpredictable stress and vowel sounds
1176 chars
SUB-PAGE (https://merriam-webster.com/wordplay/) Wordplay: For the Love of Language | Merriam-Webster
Arts & Culture
Obscure & Fun
Foreign
Games & Hobbies
Insults
Science & Nature
Word History

[H2] Obscure & Fun

[H2] Obscure & Fun

[H3] 'Arsy-Varsy,' and Other Snappy Reduplicatives
In the jinglejangle morning we’ll be chitchatting with these

Read

[H3] Words for That Certain Person
Specific behaviors and those who embody them

Read

[H3] 16 Glee-ridden Words from Schitt's Creek
Don’t watch without reading this, you little frippets!

Read

[H3] 10 Words for Uncommon Colors
Color names taken from paintings, flowers, fleas & more

Read

See All

[H3] 10 Better Ways to Say Underwear
Get your knickers in a twist

[H2] Insults

[H2] Insults

[H3] Better Ways to Say "This Sucks"
Your day is the worst. Your vocabulary is the best.

Read

[H3] Rare and Amusing Insults, Volume 2
Sometimes a 'cacafuego' can be a real 'slubberdegullion'

Read

[H3] 12 More Bird Names that Sound Like Insults (and Sometimes Are)
Words beloved even by cranky fans and pettichaps

Read

[H3] Rare and Amusing Insults, Volume 3
Useful words for everyday interactions

Read

See All

[H3] Suck-ups, Lickspittles, and Toadeaters: Words for Flatterers and Sycophants
The exact words you need to describe that person at work
1453 chars
SUB-PAGE (https://merriam-webster.com/slang/) Slang Dictionary – Merriam-Webster
[H3] sussy baka
someone acting strangely or suspiciously

[H3] algospeak
a form of self-censored and coded language used on social media to bypass content moderation

[H3] chalked
doomed, ruined, no good, etc.

[H3] choppelganger
a less attractive version of someone or something

[H3] uncanny valley
a disturbingly lifelike aspect of something (such as a robot)

[H3] pookie
a term of endearment

[H3] butter mom
a mother who promotes sensible and moderate eating habits to her children

[H3] chat
friends and followers on social media

[H3] hit different
to have a uniquely different effect or feeling than something similar

[H3] 4 20
cannabis, or the act of using cannabis (marijuana)

[H3] 41
a nonsense expression used by teens

[H3] abrosexual
Having a fluid sexual orientation

[H3] AF
an abbreviation used to make a statement more forceful

[H3] AFAIK
as far as I know

[H3] agentic
Able to accomplish results with autonomy, used especially in reference to artificial intelligence

[H3] AGI
a theorized version of AI that can match or exceed human capabilities

[H3] almond mom
a mother who pushes her daughter to be skinny, through diet

[H3] ate (and left no crumbs)
performed or did perfectly or impressively

[H3] auntie
a term of affection/respect for an older woman

[H3] aura
‘Cool’ factor; star power; stylish swagger

1 of 41234

[IMG: Play Quordle: Guess all four words in a limited number of tries. Each of your guesses must be a real 5-letter word.]

[H3] Can you solve 4 words at once?

Play
Play

[H3] Can you solve 4 words at once?

Play
Play

[H4]
unctuous

[IMG: Listen to the pronunciation of unctuous]

See Definitions and Examples »

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1985 chars
🛡️ Trust Signals — reviews, proof links, trust-theatre flag (Trust & Proof)
4Review mentions (all pages)
4External proof links (all pages)
PageReviewsProof links
/ (home) 1 1
/grammar/ 1 1
/wordplay/ 1 1
/slang/ 1 1
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps (Identity & Authority)
Homepage schema
[
    {
        "@context": "https://schema.org",
        "@graph": [
            {
                "@type": "Organization",
                "@id": "https://www.merriam-webster.com/#organization",
                "name": "Merriam-Webster",
                "url": "https://www.merriam-webster.com",
                "sameAs": [
                    "https://twitter.com/MerriamWebster",
                    "https://www.facebook.com/merriamwebster",
                    "https://www.instagram.com/merriamwebster/",
                    "https://www.youtube.com/user/MerriamWebsterOnline",
                    "https://www.pinterest.com/merriamwebster/",
                    "https://www.linkedin.com/company/merriam-webster-inc-/about/"
                ]
            },
            {
                "@type": "WebSite",
                "@id": "https://www.merriam-webster.com/#website",
                "url": "https://www.merriam-webster.com",
                "name": "Merriam-Webster Dictionary",
                "publisher": {
                    "@id": "https://www.merriam-webster.com/#organization"
                },
                "potentialAction": {
                    "@type": "SearchAction",
                    "target": "https://www.merriam-webster.com/dictionary/{search_term_string}?utm_campaign=sd&utm_medium=serp&utm_source=jsonld",
                    "query-input": "required name=search_term_string"
                }
            },
            {
                "@type": "WebPage",
                "@id": "https://www.merriam-webster.com/#webpage",
                "url": "https://www.merriam-webster.com",
                "inLanguage": "en-US",
                "name": "Dictionary by Merriam-Webster",
                "isPartOf": {
                    "@id": "https://www.merriam-webster.com/#website"
                },
                "about": {
                    "@id": "https://www.merriam-webster.com/#organization"
                },
                "description": "Find definitions for over 300,000 words from the most authoritative English dictionary. Continuously updated with new words and meanings."
            }
        ]
    },
    {
        "@context": "http://schema.org",
        "@type": "WebSite",
        "@id": "https://www.merriam-webster.com/#website",
        "name": "Merriam-Webster",
        "alternateName": [
            "MW",
            "M-W",
            "Webster's Dictionary"
        ],
        "url": "https://www.merriam-webster.com"
    },
    {
        "@context": "https://schema.org",
        "@id": "#Publisher",
        "@type": "Organization",
        "name": "Merriam-Webster",
        "logo": "https://merriam-webster.com/assets/mw/static/app-css-images/logos/mw-logo.png",
        "url": "https://www.merriam-webster.com",
        "sameAs": [
            "https://en.wikipedia.org/wiki/Merriam-Webster",
            "https://m-w.com/",
            "https://www.linkedin.com/company/merriam-webster-inc-/about/",
            "https://www.facebook.com/merriamwebster",
            "https://twitter.com/MerriamWebster",
            "https://www.instagram.com/merriamwebster/",
            "https://www.youtube.com/user/MerriamWebsterOnline",
            "https://www.pinterest.com/merriamwebster/"
        ]
    }
]
/grammar/
{
    "@context": "https://schema.org",
    "@type": "BreadcrumbList",
    "itemListElement": [
        {
            "@type": "ListItem",
            "name": "Grammar & Usage",
            "item": "https://www.merriam-webster.com/grammar",
            "position": 1
        }
    ]
}
/wordplay/
{
    "@context": "https://schema.org",
    "@type": "BreadcrumbList",
    "itemListElement": [
        {
            "@type": "ListItem",
            "name": "Wordplay",
            "item": "https://www.merriam-webster.com/wordplay",
            "position": 1
        }
    ]
}
/slang/ — no schema detected (entity gap)

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
Media, News & Publishing
34.7 Avg BS

Based on 830 businesses audited.

BS Detector

Media, News & Publishing BS: Merriam-Webster (merriam-webster.com)

https://merriam-webster.com 📍 Industry: Media, News & Publishing
12 BS / 100

This site is a benchmark for low-BS publishing, where the value proposition is immediately accessible and the substance matches the signal. It avoids the ‘investigative’ or ‘award-winning’ cliches of the news industry, opting for a functional authority that is technically and editorially sound.

Info Density Power-words vs. Substance ratio.
2
7% BS
Semantic Coherence Homepage promise vs. Sub-page reality.
1
5% 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.
2
13% BS

Eliminate the minor repetitive H2 headings like ‘Commonly Confused’ and ‘Spelling & Pronunciation’ that appear twice in the crawl to improve structural clarity. Explicitly link individual editorial contributors to Person schema within the articles to further reduce authority gaps. Consider providing a source or methodology link for the ‘America’s Most Trusted’ claim to move it from a marketing assertion to a verified proof point.

The site is an exact match for the Media, News & Publishing category, specifically within the reference and educational sub-sectors. The content focuses entirely on lexical data, grammar guidance, and linguistic wordplay as expected from a primary reference authority.

“The score of 12 is driven by a very low Commodity Fingerprint and high Information Density. Minor points were only deducted for the presence of generic industry adjectives like 'trusted' and 'authoritative' and minor heading hierarchy repetitions in the technical crawl.”

Verified Analysis Date: May 30, 2026 © 1EuroSEO Independent Evaluator — Non-Sponsored Result
Brand AI Reputation