AI-Optimized Ad Break Placements In Your Content

Seamless, AI-Optimized Ad Breaks: Enhance Viewing and Boost Revenue

The incorporation of AI-optimized ad break placements revolutionizes content operations for streaming services. AINAR’s advanced AI ad placement technology enables platforms to deliver a viewing experience that balances advertiser needs with viewer satisfaction. This balance is crucial in today’s competitive streaming landscape, where harmonizing viewer satisfaction with advertising revenue is essential for success. AI-driven advertising is redefining content operations by transforming how ads are integrated into streaming content, delivering benefits to both viewers and service providers. Read more about how to streamline your content operations with AI here. 

How AINAR Finds the Perfect Ad Moments

AINAR’s approach to ad placement is sophisticated and multi-layered. It uses four parallel networks, each contributing to a comprehensive understanding of the content:

  • Black Frame and Speech Avoidance Detector: This network ensures ads don’t cut off important dialogues or narrative moments.
  • Deep Learning Story Flow Analysis: By analyzing the story’s progression, this network identifies natural lulls suitable for ad insertion.
  • Scene Boundary Detector: It pinpoints transitions between scenes, often ideal spots for ad breaks.
  • Shot-Similarity Algorithm: This network finds visually similar shots, helping to place ads without disrupting the visual narrative.

AINAR: Pioneering AI in Ad Placement

AINAR, our advanced AI technology, is at the forefront of this revolution. By harnessing the latest advancements in computer vision and machine learning, AINAR identifies the most natural points for ad breaks in video content. This means ads are inserted at moments that feel intuitive, not interrupting pivotal scenes or crucial dialogues. The result? A viewing experience that respects the narrative flow while effectively delivering advertisements. We also offer Context Aware Ad Breaks with scene level data.


We believe that leveraging the automated workflow provided by AINAR will greatly save the time and cost regularly required to keep our service better, and this will allow us to focus our resources more on other tasks.

Toshiyuki Takeuchi, Director of Product at Hulu Japan

Ad Breaks

AI Automated Ad Breaks Includes:

ad breaks

Ad Breaks creates a seamless advertising experience for viewers as ads are placed at natural cue points in the story.

ad breaks


AINAR Ad-Breaks divide breaks into four ranks. Primary breaks, secondary, tertiary breaks and fillers allow content owners to prioritize and tier their advertisements effectively.


vionlabs - video to metadata

We help TV-Operators, IPTV operators, cable operators, OTT platforms, and broadcasters create enhanced viewing experiences, release the potential of all their content and provide content that aligns with each viewer’s taste.



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