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

Industry Context — Common BS Fingerprints in Software, SaaS & Tech Products
Generic Claims: the all-in-one platform, trusted by thousands of companies, increase productivity by X percent, save hours every week…
Red Flags: AI claims without explaining what the AI does, customer logos without case study or testimonial evidence, no live product access or demo, SOC 2 claims without audit period or report availability…
Semantic Drift Patterns: homepage claims AI-powered but product is rules-based, claims enterprise-grade but pricing page shows startup tiers only, homepage shows Fortune 500 logos but case studies are small businesses, claims all-in-one but integration page shows critical missing pieces…
Proof Expectations: live product demo or free trial access, specific feature documentation with screenshots, verified customer logos with published case studies, third-party review scores on G2, Capterra, or TrustRadius…

MPC-HC

(https://mpc-hc.org) 📸 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 Home · MPC-HC (https://mpc-hc.org)
Title

Home · MPC-HC

H1 Lightweight
H2 Latest news
H3 v1.7.13 is released and farewell
H3 v1.7.11 is released
H3 v1.7.10 is released
H3 Binaries moved to MaxCDN
H3 v1.7.9 is released
H3 Follow us on
H4 Warning!
NAV_HEADING_REPEATED_FOOTER About · MPC-HC (https://mpc-hc.org/about/)
Title

About · MPC-HC

H1 About MPC-HC
H2 MPC-HC Team
H2 Active People
H2 Inactive People
H2 Translators (pre-Transifex era)
H2 Third-party libraries
H2 Subtitle Database API
H3 Translators
H3 Contributors
H3 Notes
H3 Follow us on
H4 Warning
H4 Warning!
HEADING_REPEATED_BODY v1.7.13 is released and farewell · MPC-HC (https://mpc-hc.org/2017/07/16/1.7.13-released-and-farewell/)
Title

v1.7.13 is released and farewell · MPC-HC

H1 v1.7.13 is released and farewell
H3 Follow us on
H4 Warning!
HEADING_FOOTER Acknowledgments · MPC-HC (https://mpc-hc.org/acknowledgments/)
Title

Acknowledgments · MPC-HC

H1 Acknowledgments
H3 Follow us on
H4 Warning!
📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE (https://mpc-hc.org) Home · MPC-HC
MPC-HC is an extremely light-weight, open source media player for Windows®. It supports all common video and audio file formats available for playback. We are 100% spyware free, there are no advertisements or toolbars. Source Repositoryv1.7.13 32-bit - Other systems & versions
[IMG: MPC-HC]
[H1] Lightweight
Watch movies on any SSE2 CPU, even on your old computer back from 2000.
[IMG: MPC-HC with custom toolbar]
[H1] Customizable
With its wide array of options, MPC-HC can be customized to fit almost any needs. Among other things, we added custom toolbars.
[IMG: MPC-HC as DVB Player]
[H1] All around player
MPC-HC can also be used as DVB player. RSS Feed
[H2] Latest news
[H3] v1.7.13 is released and farewell
July 16, 2017 XhmikosRv1.7.13, the latest, and probably the last release of our project…
[H3] v1.7.11 is released
March 06, 2017 XhmikosRAfter a long time since our last stable build, we are happy to announce v1.7.11.
[H3] v1.7.10 is released
November 14, 2015 XhmikosRAfter 5 months since our last stable build, we are happy to announce v1.7.10.
[H3] Binaries moved to MaxCDN
June 21, 2015 XhmikosRIn the light of recent events, we decided to move away from SourceForge completely.
[H3] v1.7.9 is released
June 01, 2015 XhmikosRAfter 4 months since our last stable build, we are happy to announce v1.7.9.
1329 chars
SUB-PAGE (https://mpc-hc.org/about/) About · MPC-HC
[H1] About MPC-HC
Media Player Classic - Home Cinema is an extremely light-weight media player for Windows.It is written in C++.Supports GPU assisted decoding.Translated in 42 languages.
[H2] MPC-HC Team
[H4] Warning
Please, do not contact team members directly for support, use the bug tracker instead.
[H2] Active People
[IMG: kasper93]
Kacper Michajłow @kasper93Code, Polish
[IMG: XhmikosR]
XhmikosR @XhmikosRVarious stuff, Project manager
[IMG: vBm]
Goran Džaferi @vBmNew website, Trac moderator, IRC
[IMG: JellyFrog]
JellyFrog @JellyFrogServer and Trac admin, Swedish
[H2] Inactive People
[IMG: alexmarsev]
Alex Marsev @alexmarsevCodealex.marsev@gmail.com
[IMG: armada651]
Jules Blok @armada651Codejules.blok@gmail.com
[IMG: nevcairiel]
Hendrik Leppkes @nevcairielCode, LAVFilters maintainernevcairiel@gmail.com
[IMG: underground78]
Underground78 @underground78Code, French, Project managerunderground78@gmail.com_xxlFFmpegdrevil_xxl@users.sourceforge.netAlexander WildCode, Germanalexwild@users.sourceforge.netArto JarvinenCodear-jar@users.sourceforge.netAttila T. AfraCodeattila.afra@gmail.comBeliyaalCodebeliyaal@users.sourceforge.netbobdynlanCodebobdynlan@users.sourceforge.netCasimir666Project founder, Code, Frenchcasimir666@users.sourceforge.netclsidCodeclsid2@users.sourceforge.netdemi_alucardCode, Portuguese (Brazil)alysson87@gmail.comDi LuoCodesansnom05@users.sourceforge.netjanwillem32Codejanwillem32@users.sourceforge.netjonasnoCode, Swedishjonasno@users.sourceforge.netKindDragonCodekindDragon@users.sourceforge.netMartin PanayotovOld website (pre-2012)mvpsoft@users.sourceforge.netMatMaulCodematmaul@users.sourceforge.netnamaikiTrac moderatornamaiki@users.sourceforge.netspec-chumCodespec-chum@users.sourceforge.nettetsuo55Project manager, Admintetsuo55@users.sourceforge.netTomas SenCodetomasen@users.sourceforge.netv0ltCode, Russianv0lt@users.sourceforge.netVodyannikov AleksandrCode, Russianaleksoid@users.sourceforge.netxpc1000Codexpc1000@users.sourceforge.net
[H3] Translators
Translations are now handled using Transifex, a web-based translation platform. An up-to-date list of translators involved for each language can be found on https://www.transifex.com/mpc-hc/mpc-hc/.
[H2] Translators (pre-Transifex era)
hrant77Armenianhrant77@users.sourceforge.netXabier AramendiBasqueazpidatziak@users.sourceforge.netMister-shBelarusianmister-sh@users.sourceforge.netxiuletCatalanxiulet@users.sourceforge.netBonamiChinese Simplifiedbonami@users.sourceforge.netKene LinChinese Traditionalkenelin@users.sourceforge.netkhagarothCzechkhagaroth@users.sourceforge.netPaul TjepkemaDutchpietpuk123@users.sourceforge.netBoris KotovEnglish (British)doctor.z01db3rg@gmail.comSebastiiiFrenchsebastiii@users.sourceforge.netLuanGermanluanmail@users.sourceforge.netMarkus GauggGermanmarkusgaugg@users.sourceforge.netgeogeo.grGreekgeogeo64@users.sourceforge.netZouloumisGreekzouloumis@users.sourceforge.netSuperbHebrewsuperbsubs@users.sourceforge.netTamas KleiberHungarianklei@users.sourceforge.netSigiTMItaliansigitm@users.sourceforge.netroytamJapanese, Chinese Simplified/Traditionalroytam1@users.sourceforge.netXNeoKoreanxneokr@users.sourceforge.netarch__stantonPolisharch__stanton@users.sourceforge.netHaixPolishhaix@users.sourceforge.netRoger FelipePortuguese (Brazil)rfrfrfrf@users.sourceforge.netDaniel AlămițăRomanian-lordkagRomanianlordkag@users.sourceforge.netYDYRussianydy@users.sourceforge.netMarian HikanikSlovakmhikanik@users.sourceforge.netshvalaSloveniansimon.hvala@hotmail.comSquallMXSpanishsquallmx@users.sourceforge.netBoslukTurkishbosluk@users.sourceforge.netarestarhUkrainianarestarh1986@users.sourceforge.netIhor BobaloUkrainianibobalo@users.sourceforge.net
[H3] Contributors
Alexx999, foxx1337, heksesang, judelaw, m0viefreak, madshi, mtrz, nielsm, skaarj1, VSFilterMod Team, X-Dron
[H3] Notes
If you think you should be listed in this document and we don’t do it already, please, contact us.Many thanks to everyone who supported development without having access to the source repository.MPC-HC is based on the original MPC version © 2002-2006 by Gabest (e-mail unknown).
[H2] Third-party libraries
ProjectLicenseWebsitebs2bMIT Licensehttp://bs2b.sourceforge.netCSizingControlBar-http://www.datamekanix.com/sizecbar/LAV FiltersGPLv2+https://github.com/Nevcairiel/LAVFilterslibdividezlib Licensehttp://libdivide.com/Little CMSMIT Licensehttp://www.littlecms.com/Logitech SDK--MediaInfoLibSimplified BSD Licensehttps://mediaarea.net/MediaInfoMinHookSimplified BSD Licensehttps://github.com/TsudaKageyu/minhookMultiMonCPOLhttps://www.codeproject.com/Articles/3690/NanoSVGzlib Licensehttps://github.com/memononen/nanosvgQuickTime SDK-https://developer.apple.com/quicktime/RapidJSONMIT Licensehttps://github.com/miloyip/rapidjsonRARFileSourceGPLv2+http://www.v12pwr.com/RARFileSource/RealMedia SDK--ResizableLibArtistic Licensehttps://github.com/ppescher/resizablelibsanearLGPLv2.1https://github.com/alexmarsev/sanearSilk IconsCC Attribution 2.5http://www.famfamfam.com/lab/icons/silk/SoundTouchLGPLv2.1http://www.surina.net/soundtouch/soxrLGPLv2.1+https://sourceforge.net/projects/soxr/tinyxml2zlib Licensehttp://www.grinninglizard.com/tinyxml2/TreePropSheet-https://www.codeproject.com/Articles/3709/UnRARfreewarehttps://www.rarlab.com/rar_add.htmVirtualDubGPLv2+http://www.virtualdub.org/XmlRpc4WinMIT Licensehttps://github.com/drtimcooper/XmlRpc4WinZenLibzlib Licensehttps://github.com/MediaArea/ZenLibzita-resamplerGPLv3http://kokkinizita.linuxaudio.org/linuxaudio/zlibzlib Licensehttp://zlib.net/
[H2] Subtitle Database API
DatabaseWebsiteNapisy24http://napisy24.pl/OpenSubtitleshttps://www.opensubtitles.org/Podnapisihttps://www.podnapisi.net/SubDBhttp://thesubdb.com/
5705 chars
SUB-PAGE (https://mpc-hc.org/2017/07/16/1.7.13-released-and-farewell/) v1.7.13 is released and farewell · MPC-HC
[H1] v1.7.13 is released and farewell
July 16, 2017 XhmikosRv1.7.13, the latest, and probably the last release of our project…For quite a few months now, or even years, the number of active developers has been decreasing and has inevitably reached zero. This, unfortunately, means that the project is officially dead and this release would be the last one.…Unless some people step up that is.So, if someone’s willing to really contribute and has C/C++ experience, let me know on IRC or via e-mail.Otherwise, all things come to an end and life goes on. It’s been a nice journey and I’m personally pretty overwhelmed having to write this post.Thanks to everyone who has contributed in any way all these years; Remember, MPC-HC is an 11-year old project.Don’t forget, that our official builds, both the stable and the beta builds, are digitally signed. Be aware of scams and only get the files from our site!Also, to report bugs, suggestions and generally provide feedback, use our Trac; reporting anything on social media or in any other place is just pointless, as the developers only follow Trac.You can download the new version here. For the complete changes see the changelog.
1179 chars
SUB-PAGE · THIN (https://mpc-hc.org/acknowledgments/) Acknowledgments · MPC-HC
[H1] Acknowledgments
(Work In Progress)We would like to thank the following projects:7-ZipBootstrapCoverity ScanCppcheckFont Awesome by Dave GandyGCCHTML5 BoilerplateInno SetupMinGWMinGW-w64Node.js
197 chars
🛡️ Trust Signals — reviews, proof links, trust-theatre flag (Trust & Proof)
0Review mentions (all pages)
0External proof links (all pages)
PageReviewsProof links
/ (home) 0 0
/about/ 0 0
/2017/07/16/1.7.13-released-and-farewell/ 0 0
/acknowledgments/ 0 0
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps (Identity & Authority)
Homepage — no schema detected (entity gap)
/about/ — no schema detected (entity gap)
/2017/07/16/1.7.13-released-and-farewell/ — no schema detected (entity gap)
/acknowledgments/ — 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
Software, SaaS & Tech Products
33.2 Avg BS

Based on 1130 businesses audited.

BS Detector

Software, SaaS & Tech Products BS: MPC-HC (mpc-hc.org)

https://mpc-hc.org 📍 Industry: Software, SaaS & Tech Products
11 BS / 100

MPC-HC is a forensic benchmark for anti-BS web design. By choosing to lead with a ‘farewell’ announcement and a list of inactive developers rather than hiding its status behind evergreen marketing copy, the site achieves a level of honesty rarely seen in the software industry.

Info Density Power-words vs. Substance ratio.
4
13% BS
Semantic Coherence Homepage promise vs. Sub-page reality.
0
0% BS
Trust & Proof Verifiable evidence vs. Trust Theatre.
1
5% BS
Commodity Fingerprint Detection of industry clichés/templates.
3
20% BS
Identity & Authority Expert verifiability & Schema depth.
3
20% BS

1. Implement SoftwareApplication and Organization schema to formalize the project’s digital identity. 2. Add an ‘Archived Project’ banner to the homepage to clarify its status to new users in 2026. 3. Include a ‘Security’ section with checksums (MD5/SHA) or a link to a VirusTotal scan for the final binary to validate the ‘spyware free’ claim. 4. Modernize the heading hierarchy to fix minor structural inconsistencies on the ‘About’ page.

The site perfectly aligns with the Open Source Software category. The content is strictly focused on technical specifications (C++, SSE2), repository management, and community-driven development rather than commercial SaaS conversion metrics.

“The score of 11 is remarkably low and is driven almost entirely by the absence of modern technical signals (Schema) and the staleness of the news (dated 2017). In terms of content substance, it is nearly flawless, scoring zero in semantic drift and effectively zero in trust theatre.”

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