Training Example: MUBI – 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…

MUBI

(https://mubi.com) 📸 Data Snapshot: May 29, 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 MUBI: Watch and Discover Movies (https://mubi.com)
Title

MUBI: Watch and Discover Movies

Meta

Watch truly great cinema. Wherever you are. From iconic, award-winning directors to emerging auteurs. Transformative films from all over the world. Stream Now. Download to watch Offline. Start your free 7 day trial now.

H1 watch great cinemacinema like nowhere else
H2 Try 7 Days Free
H2 Try 7 Days Free
NAV_HEADING_REPEATED_BODY MUBI (https://mubi.com/en/terms_of_service/)
Title

MUBI

Meta

Watch truly great cinema. Wherever you are. From iconic, award-winning directors to emerging auteurs. Transformative films from all over the world. Stream Now. Download to watch Offline. Start your free 7 day trial now.

H1 MUBI TERMS & CONDITIONS
H2 1. Registered Users, Free Trials, Subscription, Billing, and Cancellation
H2 1.1 Becoming a Registered User
H2 1.2 Free Trials
H2 1.3 Subscription
H2 1.4 Billing
H2 1.5 No Refunds
H2 1.6 Payment methods
H2 1.7 Cancellation
H2 2. Passwords & Account Access
H2 3. MUBI Service
H2 4. Governing Law
H2 5. Applications
H2 6. Use of Information Submitted
H2 7. Customer Support
H2 8. Copyright
H2 9. General Terms & Conditions
H2 9.1 Privacy
H2 9.2 Promotion Codes
H2 9.3 Indemnity by you
H2 9.4 Disclaimer of Warranties
H2 9.5 Limitations on Liability
HEADING_REPEATED_BODY MUBI (https://mubi.com/en/privacy_policy/)
Title

MUBI

Meta

Watch truly great cinema. Wherever you are. From iconic, award-winning directors to emerging auteurs. Transformative films from all over the world. Stream Now. Download to watch Offline. Start your free 7 day trial now.

NAV_REPEATED_BODY MUBI: Watch and Discover Movies (https://mubi.com/en/gb/)
Title

MUBI: Watch and Discover Movies

Meta

Watch truly great cinema. Wherever you are. From iconic, award-winning directors to emerging auteurs. Transformative films from all over the world. Stream Now. Download to watch Offline. Start your free 7 day trial now.

H1 watch great cinemacinema like nowhere else
H2 Try 7 Days Free
H2 Try 7 Days Free
📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE (https://mubi.com) MUBI: Watch and Discover Movies
[H1] watch great cinemacinema like nowhere else
watch great cinemacinema like nowhere else
[H2] Try 7 Days Free
Get startedBy clicking 'Get started' you are indicating that you have read and agree to the Terms of Service and PrivacyEverywhere’s best cinema. Curated by film lovers. By hand. From the greatest ever directors, To the greatest new directors. From voices & visionaries all over the globe.Get a cinema ticket every week.+Stream any film on MUBI, anytime.GO GO GO
[IMG: Tuner]
in cinemas this weekTunerDaniel Roher
[IMG: Stack of Notebook magazines]
Read more movies.Notebook is our beautiful, deep, movie-obsessed magazine. A celebration of the art and culture of cinema. On incredibly nice paper.
[IMG: Stack of Notebook magazines]
See the new issueCinema like nowhere else.
[H2] Try 7 Days Free
Get startedBy clicking 'Get started' you are indicating that you have read and agree to the Terms of Service and PrivacyThis site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.Follow us onAboutWays to WatchHelpContributeMembershipsStudentsGift MUBIJobsFunding PolicyPrivacy PolicyCookie PreferencesTermsMUBI GONOTEBOOKEDITIONSSHOP
[IMG: QR code]
Scan to get the app
1215 chars
SUB-PAGE (https://mubi.com/en/terms_of_service/) MUBI
TERMS & CONDITIONSMUBI GO Terms & ConditionsNOTEBOOK Terms & ConditionsPrivacy PolicyCookie PreferencesReferrals Terms & ConditionsFunding Policy
[H1] MUBI TERMS & CONDITIONS
Welcome to MUBI, the ultimate destination for watching and engaging with the world’s best films! We provide our subscribers with access to motion pictures, streamed over the Internet to computers, iOS and Android mobile devices as well as Internet-connected TV's, game consoles and set-top boxes. These Terms & Conditions are subject to change without prior written notice at any time, at MUBI’s sole discretion, and such changes shall apply to any purchases made after such changes are posted. Therefore, you should review these Terms & Conditions prior to each purchase so you will understand the terms applicable to such transactions. If you do not agree to these Terms & Conditions, do not make any purchases.
Please read these Terms & Conditions carefully as they contain important information regarding your legal rights, remedies and obligations. These include various limitations and exclusions, and a dispute resolution clause that governs how disputes will be resolved.
[H2] 1. Registered Users, Free Trials, Subscription, Billing, and Cancellation
[H2] 1.1 Becoming a Registered User
You may register as a MUBI registered user of the Website free of charge (a “User“). To become a User, submit your email address to MUBI and create a password. You are responsible for maintaining the confidentiality of your account and password and for restricting access to your computer.
[H2] 1.2 Free Trials
Where applicable, your free trial period will commence by clicking ‘Start Free Trial’, selecting a plan, and completing the registration process. The free trial period of your subscription lasts for 7 days, or as otherwise specified. Free trials are for new and certain former users only. MUBI reserves the right, in its absolute discretion, to determine your free trial eligibility.
We will begin billing your payment method for subscription fees at the end of the free trial period of your subscription unless you cancel prior to the end of the free trial period. To view the specific details of your trial or your subscription, visit our website and click the “Subscription“ link under settings available at the top of the pages of the MUBI website.
You will not receive a notice from us that your free trial period has ended or that the paying portion of your subscription has begun. We will continue to bill your payment method for your subscription fee until you cancel.
[H2] 1.3 Subscription
Your MUBI monthly or annual subscription, which may start with a Free Trial, will continue month to month or year to year unless and until you cancel your subscription. You must have Internet access and provide us with a current, valid, accepted method of payment to use the MUBI Subscription service. We will bill the subscription fee to your payment method. You must cancel your subscription before it renews in order to avoid billing of the next period's subscription fees to your payment method.
We may, from time to time and at our sole discretion, offer a number of special promotional membership plans, including membership plans offered by third parties in conjunction with the provision of their own products and services. Some membership plans may have differing conditions and limitations, which will be disclosed at your registration or in other communications made available to you. Where the terms and conditions for those membership plans conflict with the terms and conditions set out herein, these Terms & Conditions shall apply.
[H2] 1.4 Billing
1.4.1 Recurring Billing.By starting your MUBI subscription, you authorize us to charge you a monthly or an annual subscription fee at the then-current rate, along with any other charges you may incur in connection with your use of the MUBI service, to your Payment method.1.4.2 Price Changes.We reserve the right to adjust pricing for our service or any components thereof in any manner and at any time as we may determine in our sole and absolute discretion. Except as otherwise expressly provided for in these Terms & Conditions, any price changes to your service will take effect following email notice to you.1.4.3 Billing Cycle.The subscription fee for our service will be billed at the beginning of the paying portion of your subscription unless and until you cancel your subscription. We automatically bill your payment method monthly or annually on the calendar day corresponding to the commencement of your subscription. Subscription fees are fully earned upon payment. We reserve the right to change the timing of our billing, in particular, as indicated below, if your payment method has not successfully settled. In the event your subscription begins on a day not contained in a given month, we may bill your payment method on a day in the applicable month or such other day as we deem appropriate. For example, if you started your MUBI monthly subscription or membership plan on January 31st, your next payment date is likely to be February 28th, and your Payment method would be billed on that date. Your renewal date may change due to changes in your Subscription.
[H2] 1.5 No Refunds
Payments are nonrefundable and there are no refunds or credits for partially used periods. Following any cancellation, however, you will continue to have access to the service through the end of your current billing period.
[H2] 1.6 Payment methods
You may edit your payment method information by visiting our website and clicking on “Subscription“ under settings. If a payment is not successfully settled, due to expiration, insufficient funds, or otherwise, and you do not edit your payment method information or cancel your account, you remain responsible for any uncollected amounts and authorize us to continue billing the payment method, as it may be updated. This may result in a change to your payment billing dates. If you signed up for MUBI using your account with a third party (e.g., iTunes, Google Play or similar account) as a payment method, and wish to cancel your MUBI subscription at any time, including during your free trial, you will need to do so through such third party, including by visiting your account with the applicable third party and turning off auto-renew, or unsubscribing from the MUBI service. You may also find billing information about your subscription by visiting your account with the applicable third party. For certain payment methods, the issuer of your payment method may charge you a foreign transaction fee or other charges. Check with your payment method service provider for details.
[H2] 1.7 Cancellation
You may cancel your MUBI subscription at any time, and you will continue to have access to the MUBI service through the end of your billing period. We do not provide refunds or credits for any partial subscription periods. To cancel, go to the “Subscription“ section under Settings in your MUBI account. If you cancel, your subscription will automatically terminate at the end of your current billing period.
[H2] 2. Passwords & Account Access
2.1A User has access and control over the MUBI account. A User’s control is exercised through use of the User's password and therefore to maintain exclusive control, the User should not reveal their password to anyone, and should maintain control over the MUBI enabled devices that are used to access the MUBI service. In addition, if the User wishes to prohibit others from contacting MUBI Customer Service and potentially altering the User’s control, the User should not reveal the payment method details (e.g., last four digits of their credit or debit card) associated with their account. You are responsible for updating and maintaining the truth and accuracy of the information you provide to us relating to your account.2.2The MUBI service and any content viewed through the service are for your personal and non-commercial use only and may not be shared with individuals beyond your household. By sharing the Mubi service password or allowing others to access your account, the User agrees to be responsible for assuring that these household subscribers comply with these Terms & Conditions, and such User shall be responsible for the actions of the household subscribers.2.3You should be mindful of any communication requesting that you submit credit card or other account information. Providing your information in response to these types of communications can result in identity theft. Always access your sensitive account information by going directly to the MUBI website and not through a hyperlink in an email or any other electronic communication, even if it looks official. MUBI reserves the right to place any account on hold anytime with or without notification to the subscriber or member in order to protect itself and its partners from what it believes to be fraudulent activity. MUBI is not obligated to credit or discount a subscription for holds placed on the account by either a representative of MUBI or by the automated processes of MUBI.
[H2] 3. MUBI Service
3.1You must be 18 years of age, or the age of majority in your province, territory or country, to become a subscriber to the MUBI service. Minors may only use the service under the supervision of an adult.3.2During your MUBI subscription we grant you a limited, non-exclusive, non-transferable right to access the MUBI service and view MUBI content. Except for the foregoing, no right, title or interest shall be transferred to you. You agree not to use the service for public performances.3.3You may view the MUBI content primarily within the country in which you have established your account and only in geographic locations where we offer our service and have licensed such content. The content that may be available to watch will vary by geographic location and will change from time to time.3.4The MUBI service, including the content library, is regularly updated. In addition, we continually test various aspects of our service, including our website, user interfaces, promotional features and availability of MUBI content.3.5Some MUBI content is available for temporary download and offline viewing on certain supported devices (“Offline Titles“). Limitations apply, including restrictions on the number of Offline Titles per account, the maximum number of devices that can contain Offline Titles, the time period within which you will need to begin viewing Offline Titles and how long the Offline Titles will remain accessible. Some Offline Titles may not be playable in certain countries and if you go online in a country where you would not be able to stream that Offline Title, the Offline Title will not be playable while you are in that country.3.6You agree not to archive, reproduce, distribute, modify, display, perform, publish, license, create derivative works from, offer for sale, or use (except as explicitly authorised in these Terms & Conditions) content and information contained on or obtained from or through the MUBI service. You also agree not to: circumvent, remove, alter, deactivate, degrade or thwart any of the content protections in the MUBI service; use any robot, spider, scraper or other automated means to access the MUBI service; decompile, reverse engineer or disassemble any software or other products or processes accessible through the MUBI service; insert any code or product or manipulate the content of the MUBI service in any way; or use any data mining, data gathering or extraction method. In addition, you agree not to upload, post, e-mail or otherwise send or transmit any material designed to interrupt, destroy or limit the functionality of any computer software or hardware or telecommunications equipment associated with the MUBI service, including any software viruses or any other computer code, files or programs. We may terminate or restrict your use of the MUBI service if you violate these Terms & Conditions or are engaged in illegal or fraudulent use of the MUBI service.3.7The quality of the display of the MUBI content may vary from device to device, and may be affected by a variety of factors, such as your location, the bandwidth available through and/or speed of your Internet connection. HD availability is subject to your Internet service and device capabilities. Not all content is available in all formats, such as HD. Default playback settings on cellular networks exclude HD. The minimum connection speed for SD quality is 0.5 Mbps; however, we recommend a faster connection for improved video quality. A download speed of at least 5.0 Mbps per stream is recommended to receive HD content (defined as a resolution of 720p or higher). You are responsible for all Internet access charges. Please check with your Internet provider for information on possible Internet data usage charges. The time it takes to begin watching MUBI content will vary based on a number of factors, including your location, available bandwidth at the time, the content you have selected and the configuration of your MUBI-ready device.3.8MUBI software is developed by, or for, MUBI and is designed to enable viewing of MUBI content through MUBI-ready devices. This software may vary by device and medium, and functionalities and features may also differ between devices. You acknowledge that the use of the service may require third party software that is subject to third party licenses. You agree that you may automatically receive updated versions of the MUBI and related third-party software.
[H2] 4. Governing Law
These Terms & Conditions shall be governed by and construed in accordance with the laws of the State of California and any litigation or dispute in connection therewith shall be submitted to the exclusive jurisdiction of the federal and state courts located in Santa Clara County, California. These terms will not limit any consumer protection rights that you may be entitled to under the mandatory laws of your local jurisdiction.
[H2] 5. Applications
You may encounter third-party applications (including, without limitation, websites, widgets, software, or other software utilities) (“Application(s)“) that interact with the MUBI service. These Applications may import data related to your MUBI account and activity and otherwise gather data from you. These Applications are provided solely as a convenience to you, and MUBI is not responsible for such Applications. Such applications are owned or operated by third parties that are not related to, with, or sponsored by MUBI, and may not be authorized for use with our service in all countries. Use of an application is at your own option and risk.
[H2] 6. Use of Information Submitted
MUBI is free to use any comments, information, ideas, concepts, reviews, techniques or any other material contained in any communication you may send to us (“Feedback“), including responses to ques
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SUB-PAGE · THIN (https://mubi.com/en/privacy_policy/) MUBI
TERMS & CONDITIONSMUBI GO Terms & ConditionsNOTEBOOK Terms & ConditionsPrivacy PolicyCookie PreferencesReferrals Terms & ConditionsFunding PolicyFollow us onAboutWays to WatchHelpContributeMembershipsStudentsGift MUBIJobsFunding PolicyPrivacy PolicyCookie PreferencesTermsMUBI GONOTEBOOKEDITIONSSHOP
[IMG: QR code]
Scan to get the app
350 chars
SUB-PAGE (https://mubi.com/en/gb/) MUBI: Watch and Discover Movies
[H1] watch great cinemacinema like nowhere else
watch great cinemacinema like nowhere else
[H2] Try 7 Days Free
Get startedBy clicking 'Get started' you are indicating that you have read and agree to the Terms of Service and PrivacyEverywhere’s best cinema. Curated by film lovers. By hand. From the greatest ever directors, To the greatest new directors. From voices & visionaries all over the globe.Get a cinema ticket every week.+Stream any film on MUBI, anytime.GO GO GO
[IMG: Tuner]
in cinemas this weekTunerDaniel Roher
[IMG: Stack of Notebook magazines]
Read more movies.Notebook is our beautiful, deep, movie-obsessed magazine. A celebration of the art and culture of cinema. On incredibly nice paper.
[IMG: Stack of Notebook magazines]
See the new issueCinema like nowhere else.
[H2] Try 7 Days Free
Get startedBy clicking 'Get started' you are indicating that you have read and agree to the Terms of Service and PrivacyThis site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.Follow us onAboutWays to WatchHelpContributeMembershipsStudentsGift MUBIJobsFunding PolicyPrivacy PolicyCookie PreferencesTermsMUBI GONOTEBOOKEDITIONSSHOP
[IMG: QR code]
Scan to get the app
1215 chars
🛡️ Trust Signals — reviews, proof links, trust-theatre flag (Trust & Proof)
468Review mentions (all pages)
4External proof links (all pages)
PageReviewsProof links
/ (home) 205 1
/en/terms_of_service/ 30 1
/en/privacy_policy/ 28 1
/en/gb/ 205 1
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps (Identity & Authority)
Homepage — no schema detected (entity gap)
/en/terms_of_service/ — no schema detected (entity gap)
/en/privacy_policy/ — no schema detected (entity gap)
/en/gb/ — 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
Arts, Culture & Entertainment
32.5 Avg BS

Based on 1884 businesses audited.

BS Detector

Arts, Culture & Entertainment BS: MUBI (mubi.com)

https://mubi.com 📍 Industry: Arts, Culture & Entertainment
38 BS / 100

MUBI balances high-minded curatorial claims with specific, non-commodity deliverables like physical magazines and cinema tickets that differentiate it from generic streamers. However, it suffers from a technical identity gap where massive review counts lack verification paths and the site’s metadata implementation feels neglected compared to its visual aesthetic. The result is a platform that offers genuine substance but protects it behind an opaque and introverted trust loop.

Info Density Power-words vs. Substance ratio.
10
33% BS
Semantic Coherence Homepage promise vs. Sub-page reality.
4
20% BS
Trust & Proof Verifiable evidence vs. Trust Theatre.
0
0% BS
Commodity Fingerprint Detection of industry clichés/templates.
5
33% BS
Identity & Authority Expert verifiability & Schema depth.
11
73% BS

Correct the technical stutter in the H1 tag cinemacinema immediately to maintain professional standards. Implement detailed Movie and Organization schema to bridge the identity gap between the site’s claims and its digital footprint. Substantiate the review_count of 205 by linking to a verified third-party review platform like Trustpilot or the App Store. Finally, the curated by hand claim should be supported by naming specific lead curators or linking to a curation philosophy page to move beyond subjective marketing language.

The content clearly confirms the Arts, Culture & Entertainment classification, specifically focusing on curated cinema and film journalism. Mentions of independent directors, film magazines, and cinema ticket perks like MUBI GO are highly specific to this industry vertical and demonstrate a strong alignment with the category.

“The score of 38 is driven primarily by the Identity and Authority pillar due to the total absence of schema and minor technical errors in headings. Trust and Proof also contributed to the score because of the disconnect between review counts and verifiable proof paths. Information Density and Commodity Fingerprint scores are low, reflecting the site's genuine differentiation and use of specific product deliverables like MUBI GO.”

Verified Analysis Date: May 29, 2026 © 1EuroSEO Independent Evaluator — Non-Sponsored Result
Brand AI Reputation