Training Example: Yogiyo (요기요) – 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…

Yogiyo (요기요)

(https://yogiyo.co.kr) 📸 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 요기요 (https://yogiyo.co.kr)
Title

요기요

Meta

우리 동네 맛집이 그 맛 그대로 빠르게! 다양한 인기 브랜드 할인도 놓치지 마세요.

H1 요기요
NAV_FOOTER 요기요 사장님 사이트 (https://yogiyo.co.kr/owner/login/)
Title

요기요 사장님 사이트

Meta

요기요 사장님 전용 사이트 : 주문확인, 가게관리, 메뉴관리, 고객관리 등 사장님을 위한 다양한 정보 제공.

H3 비밀번호 변경 안내
📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE · THIN (https://yogiyo.co.kr) 요기요
전체보기1인분 주문프랜차이즈치킨피자/양식중국집한식일식/돈까스족발/보쌈야식분식카페/디저트편의점/마트
54 chars
SUB-PAGE · THIN (https://yogiyo.co.kr/owner/login/) 요기요 사장님 사이트
요기요 사장님/비즈센터

고객님의 소중한 정보를 보호하기 위해 3개월 주기로 비밀번호 변경을 안내해 드리고 있습니다.
불편하시더라도 주기적으로 비밀번호를 변경하여 사용해 주시길 부탁드립니다.

다음에 변경하기
비밀번호 변경하기
134 chars
🛡️ Trust Signals — reviews, proof links, trust-theatre flag (Trust & Proof)
2Review mentions (all pages)
1External proof links (all pages)
PageReviewsProof links
/ (home) 2 1
/owner/login/ 0 0
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps (Identity & Authority)
Homepage schema
{
    "@context": "http://schema.org",
    "@type": "Person",
    "name": "요기요",
    "url": "https://www.yogiyo.co.kr/",
    "sameAs": [
        "https://www.instagram.com/yogiyo_official",
        "https://www.youtube.com/yogiyokr",
        "https://apps.apple.com/kr/app/id543831532",
        "https://play.google.com/store/apps/details?id=com.fineapp.yogiyo",
        "https://blog.naver.com/rgpkorea",
        "https://post.naver.com/rgpkorea",
        "https://www.facebook.com/Yogiyokorea/"
    ]
}
/owner/login/ — 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: Yogiyo (요기요) (yogiyo.co.kr)

https://yogiyo.co.kr 📍 Industry: Food, Restaurants & Delivery
25 BS / 100

Yogiyo is a low-BS utility platform that suffers from technical neglect rather than marketing inflation. It makes no attempt to mask its service behind jargon, but the technical failure in its schema and the lack of specific evidence for its discount claims prevent it from achieving a perfect score. It is a ‘no-frills’ site that provides the bare minimum information required for operation.

Info Density Power-words vs. Substance ratio.
7
23% BS
Semantic Coherence Homepage promise vs. Sub-page reality.
4
20% BS
Trust & Proof Verifiable evidence vs. Trust Theatre.
6
30% BS
Commodity Fingerprint Detection of industry clichés/templates.
3
20% BS
Identity & Authority Expert verifiability & Schema depth.
5
33% BS

Immediately correct the schema.org type from Person to Organization to align structured data with the business entity. Implement a H1 heading on the owner login page to improve semantic structure. Add specific numbers to the homepage, such as the total number of partner restaurants or active discount counts, to substantiate the ‘various’ and ‘popular’ claims. Replace the utility-only text with a section dedicated to verified brand partnerships to increase proof density.

The site content perfectly aligns with the Food, Restaurants & Delivery industry. The primary text consists of food categories such as ‘chicken’, ‘pizza/western’, ‘chinese’, and ‘korean’, which are standard for a delivery aggregator.

“The score of 25 is driven primarily by the lack of specific evidence for brand claims and a bizarre technical error in the structured data. The site avoids a higher BS score because it is almost entirely devoid of the 'innovative/disruptive' jargon typical of high-BS corporate sites. It is classified as 'Minimal BS' despite its technical shortcomings.”

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