Training Example: Li-Ning (李宁) – Review the Data, Give Your Score & Compare to the Real AI Evaluation

Industry Context — Common BS Fingerprints in Fashion, Apparel & Accessories
Generic Claims: premium quality fabrics, designed to last, fashion for every body, affordable luxury…
Red Flags: sustainable claims with no supply chain disclosure, handmade claims for mass-produced items, luxury positioning with fast-fashion pricing, model photos but no product flat-lay or detail shots…
Semantic Drift Patterns: homepage claims sustainable but no supply chain transparency, claims ethical production but no factory information, homepage shows luxury positioning but pricing is fast-fashion, claims handmade but product pages show industrial production…
Proof Expectations: specific material sourcing details and origins, factory names and locations for ethical claims, sustainability certifications (GOTS, OEKO-TEX, B Corp), real product photography with accurate color representation…

Li-Ning (李宁)

(https://lining.com) 📸 Data Snapshot: May 27, 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 李宁官网 (https://lining.com)
Title

李宁官网

Meta

2

H3 新品和热卖
H3 鞋类
H3 服装
H3 配件/装备
H3 主推专题
H3 新品和热卖
H3 鞋类
H3 服装
H3 配件/装备
H3 主推专题
H3 新品和热卖
H3 鞋类
H3 服装
H3 配件/装备
H3 系列
H3 新品和热卖
H3 鞋类
H3 服装
H3 配件/装备
H3 系列
H3 李宁运动学院
H3 李宁青少年篮球
H4 品牌历史 Brand History
H4 品牌与赛事 Sponsor Events
H4 品牌与明星 Celebrity Endorsement
H4 产品科技 Product Technology
H4 获取帮助
H4 防伪查询
H4 授权书查询
H4 售后服务
H4 温馨提示
HEADING_REPEATED_BODY 温馨提示 (https://lining.com/other/tips.html)
Title

温馨提示

Meta

2

H3 新品和热卖
H3 鞋类
H3 服装
H3 配件/装备
H3 主推专题
H3 新品和热卖
H3 鞋类
H3 服装
H3 配件/装备
H3 主推专题
H3 新品和热卖
H3 鞋类
H3 服装
H3 配件/装备
H3 系列
H3 新品和热卖
H3 鞋类
H3 服装
H3 配件/装备
H3 系列
H3 李宁运动学院
H3 李宁青少年篮球
H4 品牌历史 Brand History
H4 品牌与赛事 Sponsor Events
H4 品牌与明星 Celebrity Endorsement
H4 产品科技 Product Technology
H4 获取帮助
H4 防伪查询
H4 售后服务
H4 温馨提示
NAV_HEADING 日常训练营 (https://lining.com/sportscamp/trainning/daily.html)
Title

日常训练营

Meta

2

H3 新品和热卖
H3 鞋类
H3 服装
H3 配件/装备
H3 主推专题
H3 新品和热卖
H3 鞋类
H3 服装
H3 配件/装备
H3 主推专题
H3 新品和热卖
H3 鞋类
H3 服装
H3 配件/装备
H3 系列
H3 新品和热卖
H3 鞋类
H3 服装
H3 配件/装备
H3 系列
H3 李宁运动学院
H3 李宁青少年篮球
H4 品牌历史 Brand History
H4 品牌与赛事 Sponsor Events
H4 品牌与明星 Celebrity Endorsement
H4 产品科技 Product Technology
H4 获取帮助
H4 防伪查询
H4 售后服务
H4 温馨提示
NAV_HEADING 暑假训练营 (https://lining.com/sportscamp/trainning/summerholiday.html)
Title

暑假训练营

Meta

2

H3 新品和热卖
H3 鞋类
H3 服装
H3 配件/装备
H3 主推专题
H3 新品和热卖
H3 鞋类
H3 服装
H3 配件/装备
H3 主推专题
H3 新品和热卖
H3 鞋类
H3 服装
H3 配件/装备
H3 系列
H3 新品和热卖
H3 鞋类
H3 服装
H3 配件/装备
H3 系列
H3 李宁运动学院
H3 李宁青少年篮球
H4 品牌历史 Brand History
H4 品牌与赛事 Sponsor Events
H4 品牌与明星 Celebrity Endorsement
H4 产品科技 Product Technology
H4 获取帮助
H4 防伪查询
H4 售后服务
H4 温馨提示
📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE (https://lining.com) 李宁官网
立即购买-->

立即购买-->

立即购买-->

立即购买-->

近期,李宁(中国)体育用品有限公司(“李宁”)发现部分机构或个人冒用李宁官方账号或冒充李宁员工,未经授权许可盗用李宁名称、字号、Logo或伪造李宁授权文件、员工证件、网站域名、邮箱等。上述机构或个人的行为误导公众,对李宁企业形象、商业信誉及潜在商业机会等方面造成了不同程度的损害,并可能同时损害相关被误导各方的合法权益。为保护李宁及社会公众之合法权益,李宁现郑重声明如下:(点击查看全文)

近期,李宁(中国)体育用品有限公司(“李宁”)发现部分机构或个人冒用李宁官方账号或冒充李宁员工,未经授权许可盗用李宁名称、字号、Logo或伪造李宁授权文件、员工证件、网站域名、邮箱等。上述机构或个人的行为误导公众,对李宁企业形象、商业信誉及潜在商业机会等方面造成了不同程度的损害,并可能同时损害相关被误导各方的合法权益。为保护李宁及社会公众之合法权益,李宁现郑重声明如下:(点击查看全文)

近期,李宁(中国)体育用品有限公司(“李宁”)发现部分机构或个人冒用李宁官方账号或冒充李宁员工,未经授权许可盗用李宁名称、字号、Logo或伪造李宁授权文件、员工证件、网站域名、邮箱等。上述机构或个人的行为误导公众,对李宁企业形象、商业信誉及潜在商业机会等方面造成了不同程度的损害,并可能同时损害相关被误导各方的合法权益。为保护李宁及社会公众之合法权益,李宁现郑重声明如下:(点击查看全文)

近期,李宁(中国)体育用品有限公司(“李宁”)发现部分机构或个人冒用李宁官方账号或冒充李宁员工,未经授权许可盗用李宁名称、字号、Logo或伪造李宁授权文件、员工证件、网站域名、邮箱等。上述机构或个人的行为误导公众,对李宁企业形象、商业信誉及潜在商业机会等方面造成了不同程度的损害,并可能同时损害相关被误导各方的合法权益。为保护李宁及社会公众之合法权益,李宁现郑重声明如下:(点击查看全文)

近期,李宁(中国)体育用品有限公司(“李宁”)发现部分机构或个人冒用李宁官方账号或冒充李宁员工,未经授权许可盗用李宁名称、字号、Logo或伪造李宁授权文件、员工证件、网站域名、邮箱等。上述机构或个人的行为误导公众,对李宁企业形象、商业信誉及潜在商业机会等方面造成了不同程度的损害,并可能同时损害相关被误导各方的合法权益。为保护李宁及社会公众之合法权益,李宁现郑重声明如下:(点击查看全文)

近期,李宁(中国)体育用品有限公司(“李宁”)发现部分机构或个人冒用李宁官方账号或冒充李宁员工,未经授权许可盗用李宁名称、字号、Logo或伪造李宁授权文件、员工证件、网站域名、邮箱等。上述机构或个人的行为误导公众,对李宁企业形象、商业信誉及潜在商业机会等方面造成了不同程度的损害,并可能同时损害相关被误导各方的合法权益。为保护李宁及社会公众之合法权益,李宁现郑重声明如下:(点击查看全文)

近期,李宁(中国)体育用品有限公司(“李宁”)发现部分机构或个人冒用李宁官方账号或冒充李宁员工,未经授权许可盗用李宁名称、字号、Logo或伪造李宁授权文件、员工证件、网站域名、邮箱等。上述机构或个人的行为误导公众,对李宁企业形象、商业信誉及潜在商业机会等方面造成了不同程度的损害,并可能同时损害相关被误导各方的合法权益。为保护李宁及社会公众之合法权益,李宁现郑重声明如下:(点击查看全文)

近期,李宁(中国)体育用品有限公司(“李宁”)发现部分机构或个人冒用李宁官方账号或冒充李宁员工,未经授权许可盗用李宁名称、字号、Logo或伪造李宁授权文件、员工证件、网站域名、邮箱等。上述机构或个人的行为误导公众,对李宁企业形象、商业信誉及潜在商业机会等方面造成了不同程度的损害,并可能同时损害相关被误导各方的合法权益。为保护李宁及社会公众之合法权益,李宁现郑重声明如下:(点击查看全文)

近期,李宁(中国)体育用品有限公司(“李宁”)发现部分机构或个人冒用李宁官方账号或冒充李宁员工,未经授权许可盗用李宁名称、字号、Logo或伪造李宁授权文件、员工证件、网站域名、邮箱等。上述机构或个人的行为误导公众,对李宁企业形象、商业信誉及潜在商业机会等方面造成了不同程度的损害,并可能同时损害相关被误导各方的合法权益。为保护李宁及社会公众之合法权益,李宁现郑重声明如下:(点击查看全文)

近期,李宁(中国)体育用品有限公司(“李宁”)发现部分机构或个人冒用李宁官方账号或冒充李宁员工,未经授权许可盗用李宁名称、字号、Logo或伪造李宁授权文件、员工证件、网站域名、邮箱等。上述机构或个人的行为误导公众,对李宁企业形象、商业信誉及潜在商业机会等方面造成了不同程度的损害,并可能同时损害相关被误导各方的合法权益。为保护李宁及社会公众之合法权益,李宁现郑重声明如下:(点击查看全文)

[H3]

[H4]

[H4]

[H4]

[H4]

[H4]

[H4]

[H4]

[H4]

[H4] 获取帮助

联系我们 |
企业团购 官方通道

[H4] 防伪查询

输入查询码

[H4] 授权书查询

即刻查询

[H4] 售后服务

产品使用说明 |
扫码查价

[H4] 温馨提示

点击查看
2811 chars
SUB-PAGE · THIN (https://lining.com/other/tips.html) 温馨提示
首页> 温馨提示

[H4] 获取帮助

联系我们 |
企业团购 官方通道

[H4] 防伪查询

输入查询码

[H4] 售后服务

产品使用说明 |
扫码查价

[H4] 温馨提示

点击查看
208 chars
SUB-PAGE · THIN (https://lining.com/sportscamp/trainning/daily.html) 日常训练营
[H4] 获取帮助

联系我们 |
企业团购 官方通道

[H4] 防伪查询

输入查询码

[H4] 售后服务

产品使用说明 |
扫码查价

[H4] 温馨提示

点击查看
153 chars
SUB-PAGE · THIN (https://lining.com/sportscamp/trainning/summerholiday.html) 暑假训练营
[H4] 获取帮助

联系我们 |
企业团购 官方通道

[H4] 防伪查询

输入查询码

[H4] 售后服务

产品使用说明 |
扫码查价

[H4] 温馨提示

点击查看
153 chars
🛡️ Trust Signals — reviews, proof links, trust-theatre flag (Trust & Proof)
3Review mentions (all pages)
0External proof links (all pages)
PageReviewsProof links
/ (home) 1 0
/other/tips.html 0 0
/sportscamp/trainning/daily.html 1 0
/sportscamp/trainning/summerholiday.html 1 0
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps (Identity & Authority)
Homepage — no schema detected (entity gap)
/other/tips.html — no schema detected (entity gap)
/sportscamp/trainning/daily.html — no schema detected (entity gap)
/sportscamp/trainning/summerholiday.html — 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
Fashion, Apparel & Accessories
44.7 Avg BS

Based on 2934 businesses audited.

BS Detector

Fashion, Apparel & Accessories BS: Li-Ning (李宁) (lining.com)

https://lining.com 📍 Industry: Fashion, Apparel & Accessories
89 BS / 100

Li-Ning’s digital presence is a ghost ship: the structural masts of a major brand are visible, but there is no crew or cargo on board. The site is a hollow shell of navigation and legal disclaimers that fails to provide any evidence for its claims of technological or historical authority. It scores an 89 because it promises a brand experience it fundamentally fails to deliver in its content.

Info Density Power-words vs. Substance ratio.
24
80% BS
Semantic Coherence Homepage promise vs. Sub-page reality.
19
95% BS
Trust & Proof Verifiable evidence vs. Trust Theatre.
0
0% BS
Commodity Fingerprint Detection of industry clichés/templates.
14
93% BS
Identity & Authority Expert verifiability & Schema depth.
14
93% BS

Immediately populate the ‘Product Technology’ and ‘Brand History’ sections with specific, dated, and quantified content. Implement Organization and Person schema to link brand claims to verifiable entities and athletes. Remove redundant legal warnings that clutter the primary information space and replace them with specific product value propositions. Fix the ‘insufficient’ sub-pages by adding actual content relevant to ‘Training Camps’ instead of leaving them as empty navigation templates.

The site aligns with the Fashion and Sports Apparel industry, specifically focusing on athletic footwear, clothing, and equipment. However, the content provided is heavily skewed toward legal warnings and navigation rather than product-specific substance.

“The score is primarily driven by Information Density and Semantic Coherence, as the sub-pages are effectively empty and the homepage is a loop of legal text. The absence of schema and the presence of unverified trust signals (Trust Theatre) further inflated the score. The site functions more as a navigational directory than a substance-backed brand authority.”

Verified Analysis Date: May 27, 2026 © 1EuroSEO Independent Evaluator — Non-Sponsored Result
Brand AI Reputation