Evidence tier Source Confirmed · 4 captures on record
What the publisher says
As described on AWS Marketplace.
Unlike traditional cue-point detection, this AI-driven tool combines: Scene segmentation Mood classification (e.g., joy, sadness, fear) Speech and dialogue avoidance Black frame detection IAB 3.0 taxonomy tagging
The result: millisecond-accurate ad break placement that matches content tone and viewer mood, increasing both ad performance and session duration.
Show the rest of the publisher’s description (2 more lines)
Key Features: Detects emotions, facial expressions, scene transitions, and actions Classifies scenes using IAB categories, genre, and sentiment Assigns breakpoints a rank score (primary, secondary, fallback) for optimal decision Delivered via API with frame-level timestamps, mood tags, and ad metadata
Commercial Impact: Reduces churn from poor ad experiences (64% churn rate for misaligned AVOD ads) Improves CPM and ad relevance without compromising story integrity Enables scalable, story-aware monetization across AVOD, FAST, and hybrid services.
Highlights
Highlighted by the publisher on AWS Marketplace.
Whether you're building an ad-supported streaming experience or optimizing dynamic ad insertion, Vionlabs Contextual Advertising API delivers smarter placements that respect the viewer and maximize revenue.
Agent build and provenance
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Plans and pricing as listed
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Refund terms
As stated by the publisher on AWS Marketplace.
Paid Service Fees are non-refundable. Contact info@vionlabs.com More information to be found in the GTCs https://cdn.prod.website-files.com/67978ee27d95b7ff0119d2ea/68fb5b7dfb37ee0db0869adc_Vionlabs-General-Terms-and-Conditions_2025.pdf
Sources
Linked repositories
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