← Back To All Posts
Date:
April 9, 2021

Worldwide Content Classification -- What Happens When You Get It Wrong

In our previous blog post, “ Worldwide Content Classification – How Hard Can It Be? ” we examined how the exponential growth of the OTT and VOD markets, along with the annual release of hundreds of thousands of new titles, places pressure on content regulators and platforms to obtain in-country age-ratings before release. In this post, we’ll explore what happens when content providers attempt to short-cut the process.

Content producers use strategies to navigate the ratings process. We’ve discussed avoiding them altogether, but another common approach is mapped ratings. Mapping a rating involves looking at the MPAA rating and guessing the equivalency age rating in another country. This is usually done without a clear understanding of the criteria used by regulatory agencies and results in real risk if done so.

  • If the rating is too low, then the content provider can find itself in legal jeopardy.
  • If the rating is too high, then the audience is artificially constrained.
  • If the rating is Unrated/Not Rated, then the content is not discoverable on most platforms.

The MPAA PG-13 rated film “Hunger Games” is a good example of how this issue can manifest.

The table below demonstrates the broad difference in age ratings across several countries and indicates what ratings could result if content providers were to ignore cultural sensitivities and simply guess an age rating based upon the MPAA’s PG-13. The ratings in red indicate conceivable ratings based on an unfamiliarity of country ratings criteria or cultural sensitivities. These higher ratings would result in a smaller audience, and therefore, lower box office. Too low a rating, as in the case of rating the film a “12” in Brazil, could put the content provider in legal jeopardy for exposing young children to unacceptable content such as violence. The cells with black borders and in green are the actual country ratings for the film as assigned by the regulatory bodies.

To understand the market impact of getting it wrong, in Germany, for example, the difference in audience between an age “12” and an age “16” rating is 2.6 million potential viewers. Therefore, guessing a “16” rating for “Hunger Games” in Germany (where the average theater ticket price is $10) would have a $26M impact on box office sales in one country.

In some countries content providers can release content as Unrated or Not Rated. This is problematic because most platform algorithms exclude unrated content, which means those films will not be discoverable or appear on a platform’s list of recommendations. Unless a subscriber knows the title of the film or show, they will not be able to find it. If they cannot find it, they will not watch it.

Episodic television is more challenging because scripts change from episode to episode, and the rating may be higher or lower as a result. This risk is most often seen in dramas that include violence, sexual references, cultural, religious and/or moral content. The television series’ “Mizrapur” and “Tandav” are clear examples of this phenomenon.

Both shows have episodes that are acceptable under India’s standards. However, in one episode of “Tandav” members of the public complained the content “hurt religious sentiments.” “Tandav” is the subject of legal action following a complaint filed by member of India’s Parliament. As the following quote shows, review of that one episode was enough to foment a complaint to the Union Minister for Information and Broadcasting.

“After watching the series, it was found that in the 17th minute of the first episode, characters playing Hindu gods and goddesses have been shown in an uncharitable way and using objectionable language, which can incite religious tension. Similarly, in the 22nd minute of the same episode, efforts have been made to ignite caste clashes with casteist remarks. The person holding a dignified post like that of Prime Minister has been shown in a very derogatory manner in the web series.” – Senior Sub-inspector Amar Nath Yadav

“Mizrapur” is now before India’s Supreme Court, following complaints that episodes depict the area’s residents as a “goon(s), vagabond(s) and adulterer(s) in front of the country,” and has “completely tarnished the historical and cultural image of the city/district.” One must question how an OTT platform can be expected to know the seriousness of these types of concerns when the in-country producer is not aware of them? “Mizrapur’s” producers have publicly said that any misrepresentation was unintentional, but that has not stopped legal action against the series.

Cultural sensitivity is another factor that can seriously impact content. Issues like drug addiction, rape, child abuse, and suicide are seen differently in many cultures and must be taken into consideration. Suicide, for example, is treated differently in film in the U.S., United Kingdom, France, Netherlands and Sweden, and Japan. How it is portrayed matters. Is it a primary component of the story? Is it depicted in the film, e.g., seriously or callously? Is it violent or not? Without a full understanding of these cultural factors, content providers can make mistakes in age-ratings and consumer advisories that directly impact markets and revenue.

Besides adverse impact to revenue, penalties for violating local laws and cultural norms can include take-down notices, monetary sanctions, legal sanctions, negative brand and business impact, and possibly imprisonment. Risk can be mitigated when content creators use the Spherex platform to culture fit their content for local audiences worldwide.

1 Tandav controversy: Here’s everything you should know, The Indian Express , Jan. 27, 2021

2 Supreme Court issues notice to Centre, Amazon Prime Video for ‘Mirzapur,’ Mint , Jan. 21, 2021

3 Ibid.

Related Insights

The Global Rules of Content Are Changing

Across the past eight issues of Spherex’s weekly World M&E News newsletter, one theme has become undeniable: regulation, censorship, and compliance are rewriting the rules of global media. From AI policy to platform accountability, from creative freedom to cultural oversight, content creation is now inseparable from compliance.

1. Platforms Tighten Control Through Age and Safety Laws

U.S. states such as Wyoming and South Dakota have enacted age-verification laws that mirror strict internet safety rules already seen in the U.K., signaling a broader legislative trend toward restricting access to mature material.

At the same time, Saudi Arabia’s audiovisual regulator ordered Roblox to suspend chat functions and hire Arabic moderators to protect minors—an example of government-imposed moderation replacing voluntary compliance.

Elsewhere, Instagram’s PG-13 policy update illustrates how platforms are preemptively adapting before new government rules arrive.

2. Censorship Expands — Even as Its Methods Evolve

Censorship remains pervasive but increasingly localized. India’s Central Board of Film Certification demanded one minute, 55 seconds of cuts from They Call Him OG, removing what they considered violent imagery and nudity.

In China, the horror film Together was digitally altered so that a gay couple became straight using AI. Responding to Malaysia’s stricter limits on sexual or suggestive content, censors excised a “swimming pool” scene from Chainsaw Man – The Movie.

Israel’s culture minister threatened to pull funding from the Ophir national film awards after a Palestinian-themed film about a 12-year-old boy won best picture.

3. AI and Content Creation: Between Innovation and Oversight

AI remains both catalyst and controversy. Netflix announced new internal policies limiting how AI can be used in production to protect creative rights and data ownership.

OpenAI’s decision to allow adult content on ChatGPT under “freedom of expression” principles sparked industry debate about whether platforms or creators set the moral boundaries of AI. OpenAI’s CEO Sam Altman emphasized in a statement, the company is “not the moral police.”

Meanwhile, California passed the Digital Likeness Protection Act to combat unauthorized use of celebrity images in AI-generated ads.

4. Governments Target Global Platforms

The Indonesian government is advancing a sweeping plan to filter content on Netflix, YouTube, Disney+ Hotstar, and others using audience-specific content suitability metrics.

At the same time, the U.K. and EU are reexamining long-standing broadcast rules, with Sweden’s telecom authority proposing the deregulation of domestic broadcasting to encourage competition.

These diverging approaches—tightening in one market, loosening in another—underscore the growing fragmentation of global compliance standards.

5. Compliance as Competitive Advantage

The real shift is strategic: companies now see compliance as value creation, not red tape. As Spherex has argued in recent Substack articles, The Hidden Costs of Non-Compliance in Video Content Production and Why Content Differentiation Matters More Than Ever, studios and creators who anticipate regulatory complexity and make necessary edits on their terms while remaining true to their stories can reach more markets and larger audiences with fewer risks.

In other words, understanding compliance early has become the difference between limited release and global scale.

Conclusion

From new age-verification laws to AI disclosure acts and streaming filters, regulation now defines the boundaries of creativity. The next evolution of media will belong to those who can move fastest within those boundaries—leveraging compliance not as constraint but as clarity.

Read Now

Spherex Wins MarTech Breakthrough Award for Best AI-Powered Ad Targeting Solution

The annual MarTech Breakthrough Awards are conducted by MarTech Breakthrough, a leading market intelligence organization that recognizes the world’s most innovative marketing, sales, and advertising technology companies. 

This year’s program attracted over 4,000 nominations from across the globe, with winners representing the most innovative solutions in the industry. This year’s roster includes Adobe, HubSpot, Sprout Social, Cision, ZoomInfo, Optimizely, Sitecore, and other top technology leaders, alongside in-house martech innovations from companies such as Verizon and Capital One.

At the heart of this win is SpherexAI, our multimodal platform that powers contextual ad targeting at the scene level. By analyzing video content across visual, audio, dialogue, and emotional signals, SpherexAI enables advertisers to deliver messages at the most impactful moments. Combined with our Cultural Knowledge Graph, the platform ensures campaigns resonate authentically across more than 200 countries and territories while maintaining cultural sensitivity and brand safety.

“Spherex is leveraging its expertise in video compliance to help advertisers navigate the complexities of brand safety and monetization,” Teresa Phillips, CEO of Spherex, said in a statement. “SpherexAI is the only solution that blends scene-level intelligence with deep cultural and emotional insights, giving advertisers a powerful tool to ensure strategic ad placement and engagement.”

This recognition underscores Spherex’s commitment to building the next generation of AI solutions where cultural intelligence, relevance, and brand safety define success. The award also highlights the growing importance of cultural intelligence in global advertising. As audiences consume more content across borders and devices, brands need solutions that go beyond surface-level targeting to connect meaningfully with viewers. SpherexAI provides that bridge, empowering advertisers to scale campaigns that are not only effective but also contextually relevant and culturally respectful.

Read Now

YouTube Thumbnails Can Get You in Trouble

Here’s Why Creators Should Pay Attention

When we talk about content compliance on YouTube, most people think of the video content itself — what’s said, what’s shown, and how it’s edited. But there’s another part of the video that carries serious consequences if it violates YouTube policy: the thumbnail.

Thumbnails aren’t just visual hooks — they’re promos and they’re subject to the same content policies as videos. According to YouTube’s official guidelines, thumbnails that contain nudity, sexual content, violent imagery, misleading visuals, or vulgar language can be removed, age-restricted, or lead to a strike on your channel. Repeat offenses can even result in demonetization or channel termination. That’s a steep price to pay for what some may think of as a simple promotional image.

The Hidden Risk in a Single Frame

The challenge? The thumbnail is often selected from the video itself — either manually or auto-generated from a frame. Creators under tight deadlines or managing high-volume channels may not take the time to double-check every frame. They may let the platform choose it automatically. This is where things get risky.

A few seconds of unblurred nudity, a fleeting violent scene, or a misleading expression of shock might seem harmless in motion. But when captured as a still image, those same moments can trigger YouTube’s moderation systems — or worse, violate the platform’s Community Guidelines.

Let’s say your video includes a horror scene with simulated gore. It might pass YouTube’s rules with an age restriction. But if the thumbnail zooms in on a blood-splattered face, that thumbnail could be removed, and your channel could be penalized. Even thumbnails that are simply “too suggestive” or “misleading” can get flagged.

Misleading Thumbnails: Not Just Clickbait — a Violation

Another common mistake is using a thumbnail that implies something the video doesn’t deliver — for example, suggesting nudity, shocking violence, or sexually explicit content that never appears in the video. These aren’t just bad for audience trust; they’re a clear violation of YouTube’s thumbnail policy.

Even if your content is compliant, the wrong thumbnail can cause very real problems.

The Reality for Content Creators

It’s essential to recognize that YouTube’s thumbnail policy doesn’t exist in isolation. It intersects with other rules around child safety, nudity, vulgar language, violence, and more. A thumbnail with vulgar text, even if the video is educational or satirical, may still result in age restrictions or removal. A still frame with a suggestive pose, even if brief and unintended in the video itself, can be enough to get flagged.

And for creators monetizing their work, especially across multiple markets, the risk goes beyond visibility. A flagged thumbnail can reduce ad eligibility, limit reach, or cut off monetization entirely. Worse, a pattern of violations can threaten a channel’s long-term viability.

What’s a Creator to Do?

First, you need to know how to spot the problem and then know what to do about it. Second, you need to know if the changes you make might affect its acceptance in other markets or countries. Only then can you manually scrub through your video looking for risky frames. You can review policies and try to stay up to date on the nuances of what YouTube considers “gratifying” versus “educational” or “documentary.” But doing this at scale — especially for a growing content library — is overwhelming.  

That’s where a tool like SpherexAI can help.

A Smarter Way to Stay Compliant

SpherexAI uses frame-level and scene-level analysis to flag potential compliance issues — not just in your video, but in any frame that could be selected as a thumbnail. Using its patented knowledge graph, which includes every published regulatory and platform rule, it will prepare detailed and accurate edit decision lists that tell you not only what the problem is, but also for each of your target audiences. Whether you're publishing to a single audience or distributing globally, SpherexAI checks your content against YouTube’s policies and localized cultural standards.

For creators trying to grow their brand, monetize their work, and stay in good standing with platforms, that kind of precision can mean the difference between success and a takedown notice.

Want to know if your content is at risk? Learn how SpherexAI can help you protect your channel and optimize every frame — including the thumbnail. Contact us to learn more.

Read Now