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

Industry Context — Common BS Fingerprints in Food, Restaurants & Delivery
Generic Claims: the best food in town, authentic flavors, made with love, quality ingredients…
Red Flags: no food hygiene rating displayed, stock food photography, locally sourced claims without naming any supplier, award claims without verifiable source…
Semantic Drift Patterns: homepage claims fine dining but menu prices are casual, claims locally sourced but no suppliers named, homepage shows plated dishes but delivery menu is different items, claims authentic cuisine but menu is fusion with no cultural specificity…
Proof Expectations: food hygiene rating displayed, named ingredient suppliers and sources, chef background and culinary credentials, real food photography not stock images…

Truly Hard Seltzer

(https://trulyhardseltzer.com) 📸 Data Snapshot: June 20, 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 Keep It Light | Truly Hard Seltzer | Truly Hard Seltzer (https://trulyhardseltzer.com)
Title

Keep It Light | Truly Hard Seltzer | Truly Hard Seltzer

Meta

Welcome to the Lightly Fantastic world of Truly.

H1 Make Your Dreams Come Truly
H2 5% alcohol by volume. 95% magic by consumption.
H2 Gameday Starts Here
H2 Drink Like a Believer
H2 Punch with some kick.
H2 Paradise, now in a pack.
H2 The Party Has Arrived!
H2 Truly x U.S. Soccer
H2 Just remember to keep the vibes high, and the drinks cold.
NAV_HEADER_HEADING_REPEATED_BODY_FOOTER Flavors | Truly Hard Seltzer | Truly Hard Seltzer (https://trulyhardseltzer.com/flavors/)
Title

Flavors | Truly Hard Seltzer | Truly Hard Seltzer

Meta

Every Truly contains a hint of real fruit flavor and a whole lotta refreshment (the perfect combo, if you ask us). Scroll on to explore 'em all.

H1 Go Ahead, Find Your Flavor
H3 Light Flavor
H3 High Alc
H3 Bold Flavor
H3 Limited Release
H4 Berry Mix Pack
H4 Citrus Mix Pack
H4 Party Pack
H4 Truly Unruly
H4 Truly Unruly Lemonade
H4 Truly Unruly Punch
H4 Lemonade Mix Pack
H4 Punch Mix Pack
H4 Collectible
H4 Paradise Pack
H4 Star Squad
H6 Berry
H6 Mix Pack
H6 Wild Berry
H6 Cherry
H6 Blueberry
H6 Strawberry
H6 Lime
H6 Citrus
H6 Mix Pack
H6 Lime
H6 Grapefruit
H6 Lemon
H6 Truly
H6 Citrus Squeeze®
H6 Party Pack
H6 Raspberry
H6 Truly
H6 Citrus Squeeze®
H6 Pineapple
H6 Watermelon
H6 Truly Unruly
H6 Mix Pack
H6 Unruly
H6 Strawberry Smash
H6 Unruly
H6 Tropical Twist
H6 Unruly
H6 Berry Blast
H6 Unruly
H6 Citrus Crush
H6 Truly Unruly
H6 Lemonade Mix Pack
H6 Unruly Bumpin' Blue Razz
H6 Unruly OG Original Lemonade
H6 Unruly Punched Up Pineapple
H6 Unruly Wild Pink Lemonade
H6 Truly Unruly
H6 Punch Mix Pack
H6 Unruly
H6 Berry Blitz
H6 Unruly
H6 Citrus Slam
H6 Unruly
H6 Fierce Fruit Punch
H6 Unruly
H6 Tropical Thrill
H6 Lemonade
H6 Mix Pack
H6 Original
H6 Lemonade
H6 Strawberry
H6 Lemonade
H6 Black Cherry
H6 Lemonade
H6 Tropical
H6 Lemonade
H6 Punch
H6 Mix Pack
H6 Berry
H6 Punch
H6 Citrus
H6 Punch
H6 Fruit
H6 Punch
H6 Tropical
H6 Punch
H6 24oz Collectible Can
H6 Paradise
H6 Mix Pack
H6 Blood Orange Breeze
H6 Mango Tango
H6 Passion Fruit
H6 Orange Guava
H6 Pineapple Plunge
H6 Star Squad
H6 Baller
H6 Berry
H6 Orange
H6 Slices
H6 Watermelon
H6 Wave
H6 Red, White & Tru
NAV_HEADER_HEADING_REPEATED_BODY_FOOTER About | Truly Hard Seltzer (https://trulyhardseltzer.com/about/)
Title

About | Truly Hard Seltzer

Meta

Truly Hard Seltzer is a refreshing alternative to beer, wine, & cocktails. It's crisp & clean like seltzer with 5% alc./vol., only 100 calories and 1g sugar.

H1 About Truly
H2 Not Just Drinkers. Dreamers.
H3 At this party, everyone is welcome
H3 Look on the Light Side
H3 Don't worry, live Truly
NAV_HEADER_REPEATED_FOOTER Locator | Truly Hard Seltzer | Truly Hard Seltzer (https://trulyhardseltzer.com/locations/)
Title

Locator | Truly Hard Seltzer | Truly Hard Seltzer

Meta

Truly Hard Seltzer is a refreshing alternative to beer, wine, & cocktails. It's crisp & clean like seltzer with 5% alc./vol., only 100 calories and 1g sugar.

H1 Product Finder
📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE (https://trulyhardseltzer.com) Keep It Light | Truly Hard Seltzer | Truly Hard Seltzer
[H1] Make Your Dreams Come Truly

[H2] 5% alcohol by volume. 95% magic by consumption.

Explore Flavors

All Summer Long
[H2] Gameday Starts Here

The Official Hard Seltzer of U.S. Soccer. Your home for matches, merch, and more.

Learn More

Your New Pre-Game Ritual
[H2] Drink Like a Believer

Join the team with the Official Hard Seltzer of US Soccer. The Star Squad pack is here for a limited time this summer.

Learn More

Buy Now

Say hello to Truly Unruly Punch
[H2] Punch with some kick.

The flavors you know, now with the 8% ABV you love.

Learn More

Buy Now

Not just a drink – A vacation. (But also a drink.)
[H2] Paradise, now in a pack.

Pick up the new Paradise Pack and experience all the fun of a whirlwind vacation, without any of the travel costs. Your wallet will thank you.

Learn More

Buy Now

Truly Party Pack
[H2] The Party Has Arrived!

Piled full of all our favorite flavors, there’s something for everyone in our new Party Pack.

Learn More

Buy Now

[IMG: 2025_homepageVid-thumb]

Shop Truly Originals
[H2] Truly x U.S. Soccer

When we say "Wear your drink with pride," we don't mean spill it all over your shirt — we mean score yourself some nice (dry) Truly gear and show the world your true flavor. Check it out:

Visit the Shop

Truly x US Soccer Cooler

Get It

[IMG: soccer-merch_cooler]

Truly x US Soccer Scarf

Get It

[IMG: soccer-merch_scarf]

Truly x US Soccer Ball

Get It

[IMG: soccer-merch_soccer-ball]

Truly x US Soccer Glassware

Get It

[IMG: soccer-merch_glass]

Truly x US Soccer Hat

Get It

[IMG: soccer-merch_hat]

Truly x US Soccer Socks

Get It

[IMG: soccer-merch_socks]

Truly x US Soccer Sweatshirt

Get It

[IMG: soccer-merch_sweatshirt]

Truly x US Soccer Tee Shirt

Get It

[IMG: soccer-merch_t-shirt]

If you're a Truly fan, you're welcome here.
[H2] Just remember to keep the vibes high, and the drinks cold.

About Truly
2612 chars
SUB-PAGE (https://trulyhardseltzer.com/flavors/) Flavors | Truly Hard Seltzer | Truly Hard Seltzer
[H1] Go Ahead, Find Your Flavor

Every Truly® contains a hint of flavor and a whooole lotta refreshment (the perfect combo, if you ask us). Keep scrolling to find your favorite.

[IMG: 2026_Truly_flavors_header_img]

ALL FLAVORS

Light Flavor

High Alc

Bold Flavor

Limited Release

[H3]
Light Flavor

[H4] Berry Mix Pack

[IMG: berry_mix_pack]

LEARN MORE +
[H6] Berry

[H6] Mix Pack

[H6]

Buy Now

[IMG: wildBerry_can_SM]

LEARN MORE +
[H6] Wild Berry

[H6]

[H6]

Buy Now

[IMG: cherry_can_SM]

LEARN MORE +
[H6] Cherry

[H6]

[H6]

Buy Now

[IMG: blueberry_can_SM]

LEARN MORE +
[H6] Blueberry

[H6]

[H6]

Buy Now

[IMG: strawberryLime_can_SM]

LEARN MORE +
[H6] Strawberry

[H6] Lime

[H6]

Buy Now

[H4] Citrus Mix Pack

[IMG: citrus_mix_pack]

LEARN MORE +
[H6] Citrus

[H6] Mix Pack

[H6]

Buy Now

[IMG: lime_can_SM]

LEARN MORE +
[H6] Lime

[H6]

[H6]

Buy Now

[IMG: grapefruit_can_SM]

LEARN MORE +
[H6] Grapefruit

[H6]

[H6]

Buy Now

[IMG: lemon_can_SM]

LEARN MORE +
[H6] Lemon

[H6]

[H6]

Buy Now

[IMG: citrus_squeeze_can_SM]

LEARN MORE +
[H6] Truly

[H6] Citrus Squeeze®

[H6]

Buy Now

[H4] Party Pack

[IMG: party_mix_pack]

LEARN MORE +
[H6] Party Pack

[H6]

[H6]

Buy Now

[IMG: raspberry_can_SM]

LEARN MORE +
[H6] Raspberry

[H6]

[H6]

Buy Now

[IMG: citrus_squeeze_can_SM]

LEARN MORE +
[H6] Truly

[H6] Citrus Squeeze®

[H6]

Buy Now

[IMG: pineapple_can_SM]

LEARN MORE +
[H6] Pineapple

[H6]

[H6]

Buy Now

[IMG: watermelon_can_SM]

LEARN MORE +
[H6] Watermelon

[H6]

[H6]

Buy Now

[H3]
High Alc

[H4] Truly Unruly

[IMG: unrully_mix_pack]

LEARN MORE +
[H6] Truly Unruly

[H6] Mix Pack

[H6]

Buy Now

[IMG: unrulyStrawberrySmash_can_SM]

LEARN MORE +
[H6] Unruly

[H6] Strawberry Smash

[H6]

Buy Now

[IMG: unrulyTropicalTwist_can_SM]

LEARN MORE +
[H6] Unruly

[H6] Tropical Twist

[H6]

Buy Now

[IMG: unrulyBerryBlast_can_SM]

LEARN MORE +
[H6] Unruly

[H6] Berry Blast

[H6]

Buy Now

[IMG: unrulyCitrusCrush_can_SM]

LEARN MORE +
[H6] Unruly

[H6] Citrus Crush

[H6]

Buy Now

[H4] Truly Unruly Lemonade

[IMG: unruly_lemonade_mix_pack]

LEARN MORE +
[H6] Truly Unruly

[H6] Lemonade Mix Pack

[H6]

Buy Now

[IMG: unrulyLemonadeBlueRazz_can_SM]

LEARN MORE +
[H6] Unruly Bumpin' Blue Razz

[H6]

[H6]

Buy Now

[IMG: unrulyLemonadeOriginal_can_SM]

LEARN MORE +
[H6] Unruly OG Original Lemonade

[H6]

[H6]

Buy Now

[IMG: unrulyLemonadePineapple_can_SM]

LEARN MORE +
[H6] Unruly Punched Up Pineapple

[H6]

[H6]

Buy Now

[IMG: unrulyLemonadeWildPink_can_SM]

LEARN MORE +
[H6] Unruly Wild Pink Lemonade

[H6]

[H6]

Buy Now

[H4] Truly Unruly Punch

[IMG: TRULY_Unruly-Punch-12-Pack]

LEARN MORE +
[H6] Truly Unruly

[H6] Punch Mix Pack

[H6]

Buy Now

[IMG: TRULY_pdp_BerryBlitz_ProductLanding]

LEARN MORE +
[H6] Unruly

[H6] Berry Blitz

[H6]

Buy Now

[IMG: TRULY_pdp_CitrusSlam_ProductLanding]

LEARN MORE +
[H6] Unruly

[H6] Citrus Slam

[H6]

Buy Now

[IMG: TRULY_pdp_FierceFruitPunch_ProductLanding]

LEARN MORE +
[H6] Unruly

[H6] Fierce Fruit Punch

[H6]

Buy Now

[IMG: TRULY_pdp_TropicalThrill_ProductLanding]

LEARN MORE +
[H6] Unruly

[H6] Tropical Thrill

[H6]

Buy Now

[H3]
Bold Flavor

[H4] Lemonade Mix Pack

[IMG: lemonade_mix_pack]

LEARN MORE +
[H6] Lemonade

[H6] Mix Pack

[H6]

Buy Now

[IMG: originalLemonade_can_SM]

LEARN MORE +
[H6] Original

[H6] Lemonade

[H6]

Buy Now

[IMG: strawberryLemonade_can_SM]

LEARN MORE +
[H6] Strawberry

[H6] Lemonade

[H6]

Buy Now

[IMG: blackCherryLemonade_can_SM]

LEARN MORE +
[H6] Black Cherry

[H6] Lemonade

[H6]

Buy Now

[IMG: tropicalLemonade_can_SM]

LEARN MORE +
[H6] Tropical

[H6] Lemonade

[H6]

Buy Now

[H4] Punch Mix Pack

[IMG: punch_mix_pack]

LEARN MORE +
[H6] Punch

[H6] Mix Pack

[H6]

Buy Now

[IMG: berryPunch_can_SM]

LEARN MORE +
[H6] Berry

[H6] Punch

[H6]

Buy Now

[IMG: citrusPunch_can_SM]

LEARN MORE +
[H6] Citrus

[H6] Punch

[H6]

Buy Now

[IMG: fruitPunch_can_SM]

LEARN MORE +
[H6] Fruit

[H6] Punch

[H6]

Buy Now

[IMG: tropicalPunch_can_SM]

LEARN MORE +
[H6] Tropical

[H6] Punch

[H6]

Buy Now

[H3]
Limited Release

[H4] Collectible

[IMG: TRULY_pdp_Front_ProductLanding]

LEARN MORE +
[H6] 24oz Collectible Can

[H6]

[H6]

Buy Now

[H4] Paradise Pack

[IMG: TRULY_Paradise-Pack-12-Pack]

LEARN MORE +
[H6] Paradise

[H6] Mix Pack

[H6]

Buy Now

[IMG: TRULY_pdp_BloodOrangeBreeze_ProductLanding]

LEARN MORE +
[H6] Blood Orange Breeze

[H6]

[H6]

Buy Now

[IMG: TRULY_pdp_MangoTango_ProductLanding]

LEARN MORE +
[H6] Mango Tango

[H6]

[H6]

Buy Now

[IMG: TRULY_pdp_PassionFruitOrangeGuava_ProductLanding]

LEARN MORE +
[H6] Passion Fruit

[H6] Orange Guava

[H6]

Buy Now

[IMG: TRULY_pdp_PineapplePlunge_ProductLanding]

LEARN MORE +
[H6] Pineapple Plunge

[H6]

[H6]

Buy Now

[H4] Star Squad

[IMG: TRULY_Star-Squad-12-Pack]

LEARN MORE +
[H6] Star Squad

[H6]

[H6]

Buy Now

[IMG: TRULY_pdp_BallerBerry_ProductLanding]

LEARN MORE +
[H6] Baller

[H6] Berry

[H6]

Buy Now

[IMG: TRULY_pdp_OrangeSlices_ProductLanding]

LEARN MORE +
[H6] Orange

[H6] Slices

[H6]

Buy Now

[IMG: TRULY_pdp_WatermelonWave_ProductLanding]

LEARN MORE +
[H6] Watermelon

[H6] Wave

[H6]

Buy Now

[IMG: TRULY_pdp_RWT_ProductLanding]

LEARN MORE +
[H6] Red, White & Tru

[H6]

[H6]

Buy Now
6879 chars
SUB-PAGE (https://trulyhardseltzer.com/about/) About | Truly Hard Seltzer
[H1] About Truly

What's In the can? Good question. The short answer? A whole lot. Inside every can of Truly is a fresh adventure just waiting to be opened (also plenty of seltzer). That’s because you never know where your next sip will take you.

[IMG: aboutUs_dreamers_cta]

[H2] Not Just Drinkers. Dreamers.

If that sounded a little dramatic, good. We want you to feel important. After all, you Truly lovers, are the reason we do all this. Well, that and the morning tasting sessions. Hey, we can’t say no to a noon happy hour.

[H2]

[IMG: aboutUs_welcome_cta]

[H3] At this party, everyone is welcome

When you’re here, you’re family… wait, someone already used that. Okay, let’s put it this way: If you’re a Truly fan, you’re welcome here. Just promise us you’ll keep the vibes high and the drinks cold.

[IMG: aboutUs_lightside_cta]

[H3] Look on the Light Side

The way we see it, every situation has a light side. Speakers in the bar are broken? No worries -- this is exactly why you've been practicing karaoke in your shower for the past 25 years.

[IMG: aboutUs_livetruly_cta]

[H3] Don't worry, live Truly

Our philosophy is simple: Look forward and recline backward. After all, life’s too short to worry that much. So consider this your cue: Kick up your feet, crack open a can, and drink it allllll in.

[IMG: keepItLight_hompageVid_thumb]
1504 chars
SUB-PAGE · THIN (https://trulyhardseltzer.com/locations/) Locator | Truly Hard Seltzer | Truly Hard Seltzer
[H1] Product Finder
19 chars
🛡️ Trust Signals — reviews, proof links, trust-theatre flag (Trust & Proof)
0Review mentions (all pages)
8External proof links (all pages)
PageReviewsProof links
/ (home) 0 2
/flavors/ 0 2
/about/ 0 2
/locations/ 0 2
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps (Identity & Authority)
Homepage — no schema detected (entity gap)
/flavors/ — no schema detected (entity gap)
/about/ — no schema detected (entity gap)
/locations/ — 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
Food, Restaurants & Delivery
42.4 Avg BS

Based on 2707 businesses audited.

BS Detector

Food, Restaurants & Delivery BS: Truly Hard Seltzer (trulyhardseltzer.com)

https://trulyhardseltzer.com 📍 Industry: Food, Restaurants & Delivery
61 BS / 100

Truly is a high-gloss lifestyle shell where the brand identity has entirely consumed the product’s substance. It operates on a ‘Trust Me, I’m a Vibe’ model that offers virtually zero technical or organizational transparency. The BS score reflects a site that successfully markets a feeling while failing to prove a single quality claim about the liquid inside the can.

Info Density Power-words vs. Substance ratio.
18
60% BS
Semantic Coherence Homepage promise vs. Sub-page reality.
9
45% BS
Trust & Proof Verifiable evidence vs. Trust Theatre.
10
50% BS
Commodity Fingerprint Detection of industry clichés/templates.
11
73% BS
Identity & Authority Expert verifiability & Schema depth.
13
87% BS

Implement Organization and Product schema to provide a verifiable technical footprint and link the U.S. Soccer claim to the official partnership announcement via sameAs links. Replace the ‘95% magic’ fluff with a detailed ingredient transparency section that names real fruit suppliers to justify the ‘real fruit’ signal. Add a third-party review integration to provide external validation for the ‘flavors you love’ claim. Transform the About page from a collection of karaoke jokes into a substantiation of the brand’s production process or community impact.

The website poorly fits the ‘Food, Restaurants & Delivery’ category as it is a Consumer Packaged Goods (CPG) brand, not a service provider. It lacks all industry-expected proof points such as food hygiene ratings, allergen information, or specific ingredient sourcing transparency required for dining entities.

“The score of 61 is primarily driven by the 'Identity and Authority' and 'Commodity Fingerprint' pillars. The total lack of schema and verifiable experts (13/15) combined with highly copy-pasteable lifestyle positioning (11/15) creates a significant gap between the 'Lightly Fantastic' signal and forensic substance. Information density is also a major contributor due to the high ratio of slogan-to-fact (18/30).”

Verified Analysis Date: June 20, 2026 © 1EuroSEO Independent Evaluator — Non-Sponsored Result