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

Industry Context — Common BS Fingerprints in Arts, Culture & Entertainment
Generic Claims: world-class entertainment, unforgettable experiences, something for everyone, inspiring audiences…
Red Flags: no specific upcoming events or programming, unnamed performers or artists, vague venue descriptions without capacity or location details, grandiose mission with no evidence of activity…
Semantic Drift Patterns: homepage claims cultural significance but events are corporate hire, positions as inclusive but pricing excludes most demographics, claims community focus but no community programming listed, artistic mission statement contradicted by purely commercial offerings…
Proof Expectations: specific past events with dates and attendance, named artists and performers with verifiable credits, press coverage with named publications, funding body acknowledgments with grant details…

Tencent Video

(https://v.qq.com) 📸 Data Snapshot: May 24, 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 腾讯视频-中国领先的在线视频媒体平台,海量高清视频在线观看 (https://v.qq.com)
Title

腾讯视频-中国领先的在线视频媒体平台,海量高清视频在线观看

NAV_REPEATED 腾讯视频 (https://v.qq.com/biu/u/history/)
Title

腾讯视频

NAV 全网影视排行榜_腾讯视频 (https://v.qq.com/biu/ranks/)
Title

全网影视排行榜_腾讯视频

H1 全网影视排行榜
H3 热搜
H3 电视剧
H3 少儿
H3 综艺
H3 电影
H3 动漫
H3 纪录片
H3 游戏
H3 科技
NAV 腾讯视频-中国领先的在线视频媒体平台,海量高清视频在线观看 (https://v.qq.com/channel/choice/)
Title

腾讯视频-中国领先的在线视频媒体平台,海量高清视频在线观看

📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE · THIN (https://v.qq.com) 腾讯视频-中国领先的在线视频媒体平台,海量高清视频在线观看
为你推荐全部旅行节目美食文化职场节目体育赛事喜剧表演脱口秀电竞东北喜剧喜剧竞演游戏节目经典动画游戏赛事国漫音乐竞演欧美电影古装爱情奇幻冒险音乐表演原创动画真实事件改编更多收起热搜总榜第1名讨论破100万实时热度超2.7万张嘉益 刘浩存 女性传奇抄了刘红兵的作业!舅追妻火葬场立即播放重磅热播全部电视剧综艺电影动漫少儿纪录片换一换                        为你推荐全部旅行节目美食文化职场节目体育赛事喜剧表演脱口秀电竞东北喜剧喜剧竞演游戏节目经典动画游戏赛事国漫音乐竞演欧美电影古装爱情奇幻冒险音乐表演原创动画真实事件改编更多收起
275 chars
SUB-PAGE · THIN (https://v.qq.com/biu/u/history/) 腾讯视频

                            
0 chars
SUB-PAGE · THIN (https://v.qq.com/biu/ranks/) 全网影视排行榜_腾讯视频
电视剧电影综艺动漫少儿短剧纪录片影视推荐:首页 VIP会员 电视剧 电影 综艺 动漫 少儿 短剧 纪录片体育游戏:NBA 小游戏 体育 游戏 传奇游戏库 F1 法网 WWE WNBA 棋牌游戏库乐享生活:宠物TV 艺术 时尚 音乐 生活 育儿就好这口:中视频 知识 学堂资讯前沿:科技 汽车 会员专区特惠 游戏 快捷访问「ctrl+D」添加至网页收藏夹 历史历史 预约/加追 关注 创作 上传优质视频获得流量扶持多种收益类型助力作者变现海量激励活动提升内容收益去创作 应用QQ浏览器搜狗浏览器imaimaima腾讯新闻腾讯新闻腾讯新闻暗区突围:无限三角洲行动逆战:未来王者:世界 客户端 下载客户端 播放更流畅视频极速下载  本地视频播放  桌面便捷访问立即体验查看更多 更多 会员专区特惠 游戏 快捷访问「ctrl+D」添加至网页收藏夹 历史历史 预约/加追 关注 创作 上传优质视频获得流量扶持多种收益类型助力作者变现海量激励活动提升内容收益去创作 应用QQ浏览器搜狗浏览器imaimaima腾讯新闻腾讯新闻腾讯新闻暗区突围:无限三角洲行动逆战:未来王者:世界 客户端 下载客户端 播放更流畅视频极速下载  本地视频播放  桌面便捷访问立即体验查看更多
[IMG: 头像]
登录 续费 开通电视特权 个人中心 我的加追 我的游戏礼包 VIP消息退出登录登录之后可以 同步多端观看记录 参与互动讨论 观看更个性化内容 领取专属游戏礼包立即登录 问题反馈
629 chars
SUB-PAGE · THIN (https://v.qq.com/channel/choice/) 腾讯视频-中国领先的在线视频媒体平台,海量高清视频在线观看
为你推荐全部旅行节目美食文化职场节目体育赛事喜剧表演脱口秀电竞东北喜剧喜剧竞演游戏节目经典动画游戏赛事国漫音乐竞演欧美电影古装爱情奇幻冒险音乐表演原创动画真实事件改编更多收起热搜总榜第1名讨论破100万实时热度超2.7万张嘉益 刘浩存 女性传奇抄了刘红兵的作业!舅追妻火葬场立即播放重磅热播全部电视剧综艺电影动漫少儿纪录片换一换                        为你推荐全部旅行节目美食文化职场节目体育赛事喜剧表演脱口秀电竞东北喜剧喜剧竞演游戏节目经典动画游戏赛事国漫音乐竞演欧美电影古装爱情奇幻冒险音乐表演原创动画真实事件改编更多收起
275 chars
🛡️ Trust Signals — reviews, proof links, trust-theatre flag (Trust & Proof)
7Review mentions (all pages)
0External proof links (all pages)
PageReviewsProof links
/ (home) 2 0
/biu/u/history/ 0 0
/biu/ranks/ 3 0
/channel/choice/ 2 0
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps (Identity & Authority)
Homepage schema
{
    "@context": "https://schema.org",
    "@graph": [
        {
            "@type": "WebSite",
            "@id": "https://v.qq.com/#website",
            "name": "腾讯视频",
            "url": "https://v.qq.com",
            "publisher": {
                "@id": "https://v.qq.com/#organization"
            },
            "potentialAction": {
                "@type": "SearchAction",
                "target": {
                    "@type": "EntryPoint",
                    "urlTemplate": "https://v.qq.com/x/search/?q={search_term_string}"
                },
                "query-input": "required name=search_term_string"
            }
        },
        {
            "@type": "Organization",
            "@id": "https://v.qq.com/#organization",
            "name": "腾讯视频",
            "url": "https://v.qq.com",
            "logo": {
                "@type": "ImageObject",
                "url": "https://v.qq.com/favicon.ico"
            }
        },
        {
            "@type": "BreadcrumbList",
            "@id": "https://v.qq.com/channel/choice#breadcrumb",
            "itemListElement": [
                {
                    "@type": "ListItem",
                    "position": 1,
                    "name": "腾讯视频",
                    "item": "https://v.qq.com"
                }
            ]
        },
        {
            "@type": "ItemList",
            "@id": "https://v.qq.com/channel/choice#item-list",
            "name": "首页频道精选",
            "itemListElement": [
                {
                    "@type": "ListItem",
                    "position": 1,
                    "item": {
                        "@type": "CreativeWork",
                        "name": "主角",
                        "url": "https://v.qq.com/x/cover/mzc002009g0nh88.html",
                        "description": "抄了刘红兵的作业!舅追妻火葬场",
                        "image": "https://tv.puui.qpic.cn/tv/0/mz_tv_image_frontend_42f1e-14_539820746_1779622101749784_pic_1920x800/0?imageMogr2/thumbnail/1920x"
                    }
                },
                {
                    "@type": "ListItem",
                    "position": 2,
                    "item": {
                        "@type": "CreativeWork",
                        "name": "哈哈哈哈哈 第6季",
                        "url": "https://v.qq.com/x/cover/mzc00200c2gydkd.html",
                        "description": "邓超时装秀逼走队友鹿晗",
                        "image": "https://tv.puui.qpic.cn/tv/0/mz_tv_image_frontend_42f1e-14_735609420_1779594748372627_pic_1920x800/0?imageMogr2/thumbnail/1920x"
                    }
                },
                {
                    "@type": "ListItem",
                    "position": 3,
                    "item": {
                        "@type": "CreativeWork",
                        "name": "我们的爸爸2",
                        "url": "https://v.qq.com/x/cover/mzc00200fjncqpk.html",
                        "description": "井胧一口一只炸虫子吓坏奶爸团",
                        "image": "https://tv.puui.qpic.cn/tv/0/mz_tv_image_frontend_42f1e-15_1429267103_1779630325238244_pic_1920x800/0?imageMogr2/thumbnail/1920x"
                    }
                },
                {
                    "@type": "ListItem",
                    "position": 4,
                    "item": {
                        "@type": "CreativeWork",
                        "name": "仙逆",
                        "url": "https://v.qq.com/x/cover/mzc00200aaogpgh.html",
                        "description": "宿命落幕,王平大限将至",
                        "image": "https://tv.puui.qpic.cn/tv/0/mz_tv_image_frontend_699d14-0_1352271713_1779012270814553_pic_1920x800/0?imageMogr2/thumbnail/1920x"
                    }
                },
                {
                    "@type": "ListItem",
                    "position": 5,
                    "item": {
                        "@type": "CreativeWork",
                        "name": "伪钞重案",
                        "url": "https://v.qq.com/x/cover/mzc00200rkspphd.html",
                        "description": "吴樾包贝尔两代伪钞教父狂飙对决",
                        "image": "https://tv.puui.qpic.cn/tv/0/mz_tv_image_frontend_42f1e-14_2013685617_1778206218513587_pic_1920x800/0?imageMogr2/thumbnail/1920x"
                    }
                },
                {
                    "@type": "ListItem",
                    "position": 6,
                    "item": {
                        "@type": "CreativeWork",
                        "name": "斗罗大陆2",
                        "url": "https://v.qq.com/x/cover/mzc00200xf3rir6.html",
                        "description": "惹我?你已有取死之道!",
                        "image": "https://tv.puui.qpic.cn/tv/0/mz_tv_image_frontend_42f1e-14_2077395127_1779444109027043_pic_1920x800/0?imageMogr2/thumbnail/1920x"
                    }
                },
                {
                    "@type": "ListItem",
                    "position": 7,
                    "item": {
                        "@type": "CreativeWork",
                        "name": "盘龙",
                        "url": "https://v.qq.com/x/cover/mzc00200ot2jctt.html",
                        "description": "绝境魔兽山脉,你敢闯吗?",
                        "image": "https://tv.puui.qpic.cn/tv/0/mz_tv_image_frontend_699d14-0_1563854150_1779293678206788_pic_1920x800/0?imageMogr2/thumbnail/1920x"
                    }
                },
                {
                    "@type": "ListItem",
                    "position": 8,
                    "item": {
                        "@type": "CreativeWork",
                        "name": "惊蛰无声",
                        "url": "https://v.qq.com/x/cover/mzc00200rv2fq4n.html",
                        "description": "张艺谋顶配阵容谍战大片",
                        "image": "https://tv.puui.qpic.cn/tv/0/mz_tv_image_frontend_42f1e-14_1940953094_1779414994502693_pic_1920x800/0?imageMogr2/thumbnail/1920x"
                    }
                },
                {
                    "@type": "ListItem",
                    "position": 9,
                    "item": {
                        "@type": "CreativeWork",
                        "name": "方圆八百米",
                        "url": "https://v.qq.com/x/cover/mzc002007tp60ap.html",
                        "description": "丁勇岱许凯爆爽父子交锋",
                        "image": "https://tv.puui.qpic.cn/tv/0/mz_tv_image_frontend_42f1e-14_66050634_1777259273358220_pic_1920x800/0?imageMogr2/thumbnail/1920x"
                    }
                },
                {
                    "@type": "ListItem",
                    "position": 10,
                    "item": {
                        "@type": "CreativeWork",
                        "name": "爱情没有神话",
                        "url": "https://v.qq.com/x/cover/mzc002007kti57x.html",
                        "description": "唐嫣赵又廷爱里的清醒算计",
                        "image": "https://tv.puui.qpic.cn/tv/0/mz_tv_image_frontend_42f1e-14_2086371709_1779357530476326_pic_1920x800/0?imageMogr2/thumbnail/1920x"
                    }
                }
            ]
        }
    ]
}
/biu/u/history/ — no schema detected (entity gap)
/biu/ranks/ — no schema detected (entity gap)
/channel/choice/
{
    "@context": "https://schema.org",
    "@graph": [
        {
            "@type": "WebSite",
            "@id": "https://v.qq.com/#website",
            "name": "腾讯视频",
            "url": "https://v.qq.com",
            "publisher": {
                "@id": "https://v.qq.com/#organization"
            },
            "potentialAction": {
                "@type": "SearchAction",
                "target": {
                    "@type": "EntryPoint",
                    "urlTemplate": "https://v.qq.com/x/search/?q={search_term_string}"
                },
                "query-input": "required name=search_term_string"
            }
        },
        {
            "@type": "Organization",
            "@id": "https://v.qq.com/#organization",
            "name": "腾讯视频",
            "url": "https://v.qq.com",
            "logo": {
                "@type": "ImageObject",
                "url": "https://v.qq.com/favicon.ico"
            }
        },
        {
            "@type": "BreadcrumbList",
            "@id": "https://v.qq.com/channel/choice#breadcrumb",
            "itemListElement": [
                {
                    "@type": "ListItem",
                    "position": 1,
                    "name": "腾讯视频",
                    "item": "https://v.qq.com"
                }
            ]
        },
        {
            "@type": "ItemList",
            "@id": "https://v.qq.com/channel/choice#item-list",
            "name": "首页频道精选",
            "itemListElement": [
                {
                    "@type": "ListItem",
                    "position": 1,
                    "item": {
                        "@type": "CreativeWork",
                        "name": "主角",
                        "url": "https://v.qq.com/x/cover/mzc002009g0nh88.html",
                        "description": "抄了刘红兵的作业!舅追妻火葬场",
                        "image": "https://tv.puui.qpic.cn/tv/0/mz_tv_image_frontend_42f1e-14_539820746_1779622101749784_pic_1920x800/0?imageMogr2/thumbnail/1920x"
                    }
                },
                {
                    "@type": "ListItem",
                    "position": 2,
                    "item": {
                        "@type": "CreativeWork",
                        "name": "哈哈哈哈哈 第6季",
                        "url": "https://v.qq.com/x/cover/mzc00200c2gydkd.html",
                        "description": "邓超时装秀逼走队友鹿晗",
                        "image": "https://tv.puui.qpic.cn/tv/0/mz_tv_image_frontend_42f1e-14_735609420_1779594748372627_pic_1920x800/0?imageMogr2/thumbnail/1920x"
                    }
                },
                {
                    "@type": "ListItem",
                    "position": 3,
                    "item": {
                        "@type": "CreativeWork",
                        "name": "我们的爸爸2",
                        "url": "https://v.qq.com/x/cover/mzc00200fjncqpk.html",
                        "description": "井胧一口一只炸虫子吓坏奶爸团",
                        "image": "https://tv.puui.qpic.cn/tv/0/mz_tv_image_frontend_42f1e-15_1429267103_1779630325238244_pic_1920x800/0?imageMogr2/thumbnail/1920x"
                    }
                },
                {
                    "@type": "ListItem",
                    "position": 4,
                    "item": {
                        "@type": "CreativeWork",
                        "name": "仙逆",
                        "url": "https://v.qq.com/x/cover/mzc00200aaogpgh.html",
                        "description": "宿命落幕,王平大限将至",
                        "image": "https://tv.puui.qpic.cn/tv/0/mz_tv_image_frontend_699d14-0_1352271713_1779012270814553_pic_1920x800/0?imageMogr2/thumbnail/1920x"
                    }
                },
                {
                    "@type": "ListItem",
                    "position": 5,
                    "item": {
                        "@type": "CreativeWork",
                        "name": "伪钞重案",
                        "url": "https://v.qq.com/x/cover/mzc00200rkspphd.html",
                        "description": "吴樾包贝尔两代伪钞教父狂飙对决",
                        "image": "https://tv.puui.qpic.cn/tv/0/mz_tv_image_frontend_42f1e-14_2013685617_1778206218513587_pic_1920x800/0?imageMogr2/thumbnail/1920x"
                    }
                },
                {
                    "@type": "ListItem",
                    "position": 6,
                    "item": {
                        "@type": "CreativeWork",
                        "name": "斗罗大陆2",
                        "url": "https://v.qq.com/x/cover/mzc00200xf3rir6.html",
                        "description": "惹我?你已有取死之道!",
                        "image": "https://tv.puui.qpic.cn/tv/0/mz_tv_image_frontend_42f1e-14_2077395127_1779444109027043_pic_1920x800/0?imageMogr2/thumbnail/1920x"
                    }
                },
                {
                    "@type": "ListItem",
                    "position": 7,
                    "item": {
                        "@type": "CreativeWork",
                        "name": "盘龙",
                        "url": "https://v.qq.com/x/cover/mzc00200ot2jctt.html",
                        "description": "绝境魔兽山脉,你敢闯吗?",
                        "image": "https://tv.puui.qpic.cn/tv/0/mz_tv_image_frontend_699d14-0_1563854150_1779293678206788_pic_1920x800/0?imageMogr2/thumbnail/1920x"
                    }
                },
                {
                    "@type": "ListItem",
                    "position": 8,
                    "item": {
                        "@type": "CreativeWork",
                        "name": "惊蛰无声",
                        "url": "https://v.qq.com/x/cover/mzc00200rv2fq4n.html",
                        "description": "张艺谋顶配阵容谍战大片",
                        "image": "https://tv.puui.qpic.cn/tv/0/mz_tv_image_frontend_42f1e-14_1940953094_1779414994502693_pic_1920x800/0?imageMogr2/thumbnail/1920x"
                    }
                },
                {
                    "@type": "ListItem",
                    "position": 9,
                    "item": {
                        "@type": "CreativeWork",
                        "name": "方圆八百米",
                        "url": "https://v.qq.com/x/cover/mzc002007tp60ap.html",
                        "description": "丁勇岱许凯爆爽父子交锋",
                        "image": "https://tv.puui.qpic.cn/tv/0/mz_tv_image_frontend_42f1e-14_66050634_1777259273358220_pic_1920x800/0?imageMogr2/thumbnail/1920x"
                    }
                },
                {
                    "@type": "ListItem",
                    "position": 10,
                    "item": {
                        "@type": "CreativeWork",
                        "name": "爱情没有神话",
                        "url": "https://v.qq.com/x/cover/mzc002007kti57x.html",
                        "description": "唐嫣赵又廷爱里的清醒算计",
                        "image": "https://tv.puui.qpic.cn/tv/0/mz_tv_image_frontend_42f1e-14_2086371709_1779357530476326_pic_1920x800/0?imageMogr2/thumbnail/1920x"
                    }
                }
            ]
        }
    ]
}

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
Arts, Culture & Entertainment
32.3 Avg BS

Based on 1426 businesses audited.

BS Detector

Arts, Culture & Entertainment BS: Tencent Video (v.qq.com)

https://v.qq.com 📍 Industry: Arts, Culture & Entertainment
22 BS / 100

Tencent Video is a high-substance, high-utility platform that successfully backs its leading claims with an overwhelming volume of specific content metadata. It avoids the typical traps of its industry by replacing descriptive fluff with technical categories and specific IP titles. The low BS score reflects a site that functions as a tool rather than a brochure.

Info Density Power-words vs. Substance ratio.
4
13% BS
Semantic Coherence Homepage promise vs. Sub-page reality.
2
10% 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.
2
13% BS

To further minimize the BS score, the platform should integrate third-party audited viewership certifications next to its internal heat metrics. Replacing generic meta-adjectives like leading and massive with specific, updated figures (e.g., Over 10,000 HD titles) would move the site from marketing signal to forensic proof. Expanding the JSON-LD to include Person schema for directors and lead performers would bridge the current authority gap regarding original productions. Finally, adding outbound links to industry awards or press coverage for their specific cultural programming would provide the missing proof paths.

The site is a definitive match for the Arts, Culture & Entertainment category, specifically within the digital streaming and media sector. The content consists entirely of creative works, cultural programming (documentaries, traditional opera/culture categories), and entertainment rankings.

“The score of 22 is driven primarily by the Trust and Proof pillar (8/20) due to the use of internal metrics as primary evidence and the Commodity Fingerprint (6/15) for generic meta-title claims. The site excels in Information Density and Semantic Coherence, where it scores near the minimum possible BS levels. It is a rare example of a high-traffic portal that maintains a high substance-to-signal ratio.”

Verified Analysis Date: May 24, 2026 © 1EuroSEO Independent Evaluator — Non-Sponsored Result