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Date:
July 3, 2020

Content Stands Tall By Getting Shorter

According to PWC's M&E outlook for 2018-2023, the U.S. entertainment marketplace is expected to reach more than $825 billion. The report includes revenues from a wide range of sources, including global content creators (Disney, Warner Bros., Starz, CBS, AMC, etc.), multichannel video programming distributors (Comcast, AT&T, Verizon, etc.), digital stores (Apple iTunes, Amazon Prime, Google Play, etc.), and streaming platforms (Netflix, Amazon Prime, YouTube, etc.). In total, these segments represent approximately one third of global revenue in this category. This also considers increasing adoption of various access options, like AVOD, DTC subscription-channels, and SVOD. Given the paradigm shift away from traditional programming forms and access methods, it's hard not to wonder if there is such a thing as "nontraditional" anymore.

Industry growth is particularly relevant to the rapid evolution of short-form programming. Traditionally relegated to the chaotic "User Generated Content" category, this format now spans highly scripted, carefully produced shows from the likes of Quibi, Netflix, and YouTube. Short-form content also includes promotions, stunts, material repurposed from longer-form linear broadcasts, and a variety of other subjects. Like the variation found in the content itself, programming lengths vary widely, but most industry participants see higher production quality content at 8-15 minutes, though that can be higher or lower depending on platform, show-type, or distribution bias (i.e., daily entertainment news, a reality-show primed for any platform, or a premium weekly scripted show with named talent and viewing experiences tailored to smartphones).

As short-form content propels on to the main stage of consumption, Spherex has been tracking trends and insights along its trajectory. Through an innovative partnership with a major network, Spherex tracked premium daily and weekend shows to understand the distribution of short-form content freely available on the network's website, as well as via YouTube in comparison to the shows' linear broadcast segment. In this case, short-form is defined as between 2-6 minutes in length and derived from the network's long-form formats, i.e., 45-60 minutes per episode. These shorts represented a category mix of popular news content and late-night-interview format shows.

Over a period of one month, Spherex Monitoring found 30-70% of the broadcast content was also freely available in short-form-version, either via owned-and-operated properties or via the network's managed YouTube channel. The high availability of short segments signals strong acceptance that short-form content is an integral component of promotional and distribution strategies. The plan appears to be "we'll air programming over linear broadcast; and then in a controlled way, release segments across our online presence." Spherex's analysis revealed both anticipated and surprising findings.

Programming teams normally expect between 25-30% of content runtime to potentially reappear in corresponding short-form versions. The fact that as much as 70% of runtime overlap occurred between specific shows and their segment-based online programming provides evidence that a staggering amount of viewing is now being presented 'off-network.' If such an elevated amount of content is being made regularly available online, there is little incentive for audiences to consume shows via traditional networks channels.

Additionally, on any given day, the distribution footprint of snackable 'give-away' programming on 'YouTube Channels' as compared to 'Owned and Operated' properties is highly unpredictable. More than half of the time, there is at least a 30% variation in total content runtime between these two channels, and a quarter of the time, the difference was more than double. On average, slightly over 8 clips are presented per show on any given day. The YouTube channel often had a wider selection of content; sometimes presenting double the number of short-form clips.

Financial considerations also arise when significantly more than planned or expected viewing is occurring via third-party channels as compared to direct online properties. In this situation, external entities are disproportionately benefiting from advertising revenue and not sharing detailed viewing habits. Content owners are also incurring ongoing administration overhead for their personnel to edit/post/maintain high volumes of short-form clips. Additionally, YouTube continues to attract large numbers of highly engaged fans who will sometimes upload an entire long-form show before short-form clips are even made available for distribution. Such actions clearly must be subject to take-down notices, but are these notices being issued and being acted upon in a timely manner? Clearly a better solution would be for more expedient posting of officially released clips.

Spherex's study highlights how the growing reliance on short-form content places pressure on content owners. For example, how aligned are internal stakeholders on the promotions and distribution strategies being employed? Are these strategies being comprehensively monitored to ensure compliance across high profile shows and networks? Are underlying return-on-investment models for promotional content being negatively affected by lack of cross-channel performance data? What are the systemic operational issues that need to be addressed? These are just a few of the many ongoing questions related to the need for monitoring short-form content by the Media & Entertainment industry as this exciting form continues to gain popularity.

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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.

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Automating Peace of Mind: Navigating YouTube's Global Guidelines with SpherexAI

For media companies distributing content across YouTube, compliance is no longer just a legal requirement—it’s a prerequisite for discoverability, monetization, and channel survival. YouTube enforces strict policies governing child safety, vulgarity, graphic content, and cultural sensitivity. For content owners, ensuring compliance across multiple categories and geographies is a complex and labor-intensive process. To address this issue, SpherexAI provides a scalable solution tailored for any content creator or owner.

YouTube’s Expanding Compliance Landscape

YouTube’s Community Guidelines cover a wide array of regulated categories. Content can be removed or age-restricted—and creators may face penalties—if videos violate policies on:

  • Nudity and sexual content: Content that includes sexually gratifying imagery or non-consensual sexualization is prohibited.
  • Violence and graphic imagery: Footage showing serious injury, bodily fluids, or torture intended to shock viewers can be flagged or removed.
  • Child safety: Content that exploits minors, includes inappropriate family content, or features children in dangerous stunts is not allowed.
  • Illegal or regulated goods: YouTube restricts promotion of firearms, narcotics, and gambling services, among others.

Managing compliance with each of these categories—especially when content is global and multilingual—is a logistical challenge for distributors.

Enter SpherexAI: Precision Compliance Automation at Scale

SpherexAI applies multimodal AI to analyze video content across dialogue, visuals, audio, and metadata. It detects compliance issues not only by scanning for policy violations but also by identifying subtle cultural or regional sensitivities that could result in content removal or limited distribution.

For example, the platform flags:

  • Dialogue with excessive profanity or sexual references, aligned with YouTube’s vulgar language policy.
  • Visuals showing partial nudity, firearm use, or dangerous stunts, which may trigger strikes or age restrictions.
  • Culturally sensitive depictions—such as religious imagery or portrayals of death—that may violate local norms and platform rules.

SpherexAI outputs include timestamped alerts and severity levels, allowing content owners to make targeted edits rather than performing full manual reviews.

Equal Rules for All Creators

Whether you’re a major studio releasing film clips or a digital-first creator uploading your first series, YouTube holds all content publishers to the same standards. Community Guidelines are enforced platform-wide, regardless of a channel’s size, history, or market familiarity.

This presents a significant challenge for new entrants. Many first-time creators or distributors may be unaware that a thumbnail featuring misleading imagery, a prank involving minors, or a scene with unedited drug references can lead to demonetization or a channel strike. But YouTube’s enforcement is uniform: content that violates policy is subject to the same sanctions across the board.

SpherexAI helps level the playing field by equipping every content team—regardless of experience—with access to the same tools used by top studios. Its patented knowledge graph, built on over a decade of regulatory insight and expert human annotation, powers its AI models with unmatched precision. The result: faster reviews, greater accuracy, and fewer costly mistakes.

Cross-Platform, Region-Aware, and Regulation-Ready

Unlike tools focused on metadata or age ratings alone, SpherexAI delivers:

  • Granular analysis: Scene-by-scene breakdowns for violence, vulgarity, sexual content, and self-harm risks.
  • Cultural intelligence: Predictive models assess content suitability across 240+ territories using Spherex’s proprietary “cultural distance” framework.
  • Workflow integration: The platform’s API allows integration into existing supply chains and CMS platforms for automated review at scale.

Reducing Risk, Unlocking Revenue

YouTube’s monetization eligibility hinges on content safety. Channels can be demonetized or de-prioritized in search and recommendation if flagged for repeated violations. Well-known creators Logan Paul, ScreenCulture, and LH Studios have all been sanctioned for violations. By proactively identifying and resolving compliance issues before publishing, SpherexAI empowers content owners to:

  • Avoid strikes or takedowns
  • Retain monetization rights
  • Accelerate time-to-market
  • Protect brand reputation

Conclusion

YouTube is a dynamic platform for global content distribution that requires rigorous adherence to evolving content standards. For studios, broadcasters, and new creators alike, SpherexAI offers an AI-powered safety net automating policy compliance while preserving creative integrity. When SpherexAI is integrated into your production workflow, you can publish confidently at scale, with full compliance, and with no brand risk.

Ready to streamline compliance and expand your YouTube strategy globally?

Book a demo or visit spherex.com to learn how SpherexAI can support your team.

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Spherex CEO Teresa Phillips Talks Practical AI for Global Content Localization at EnTech Fest

At this year’s DEG EnTech Fest, Spherex CEO and Co-Founder Teresa Phillips joined a panel to explore one of the most practical and impactful uses of AI in entertainment today: localization.

During the session titled “Practical AI For Speed and Savings in Localization,” Phillips shared how Spherex is leveraging AI to deliver “deep video understanding” that accelerates compliance and rating decisions in over 200 markets. As she explained, understanding the context—cultural, visual, and narrative—is crucial in determining whether a piece of content is suitable for audiences worldwide.

“AI can now detect not just what happens in a scene, but how it might be interpreted in different cultural and regulatory environments,” said Phillips. For example, in Scandinavian countries, if a trusted figure, such as a clergy member, commits an unethical act onscreen, it can dramatically impact a film’s age rating. SpherexAI is trained to identify these nuanced moments, flagging them for human review when needed.

Phillips also highlighted the role of AI in augmenting human decision-making, noting that “AI agents can be trained to ask humans the right questions—like whether the drinking in a scene is casual or excessive—ensuring more consistent, scalable evaluations.”

The conversation also acknowledged the broader industry shift that AI is bringing to localization workflows—from quality control (QC) to artwork generation, compliance, and project management. With automation poised to displace some entry-level roles, Phillips raised a key question for the future: “If junior roles are the first to be automated, how do we bring new talent into the industry? We have a responsibility in our organizations to create opportunities for the next generation.”

Joining Phillips on the panel were Silviu Epure (Blu Digital Group), Chris Carey (Iyuno), Kelly Summers (The Sherlock Company), and Duncan Wain (Zoo Digital), offering a 360° view on how AI is transforming the way stories cross borders.

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