Knowledge Base

Video

Broadcasters

OTT

Pay TV

January 14, 2026

Video Metadata Explained: How It Powers Search, Discovery and Personalization

By

24i Team

,

Featured image for "Video Metadata Explained: How It Powers Search, Discovery and Personalization" knowledge base

Key takeaways:

  • Video metadata defines, categorizes, and gives meaning to video content across streaming platforms.
  • Strong metadata improves search, content discovery, and personalization for OTT, VOD, and live services.
  • Different types of metadata—technical, content, business, and custom—serve distinct operational and user-facing needs.
  • AI-powered metadata automation reduces manual effort while improving accuracy and scale.
  • In platforms like 24i Video Cloud, metadata becomes an activation layer that directly supports engagement and monetization.

What is video metadata?

Video metadata is the structured information that describes and contextualizes a video asset. It helps both humans and systems understand what a piece of content is, how it should be handled, and where it belongs in a streaming experience.

In simple terms, metadata answers questions such as:

  • What is this video about?
  • Who is it for?
  • How and where can it be played?
  • When and why should it be surfaced to a viewer?

Without metadata, video content is effectively invisible to search engines, recommendation systems, and analytics tools.

What is metadata used for in streaming?

In streaming environments, metadata connects content to users. It enables platforms to organize large catalogs, personalize discovery, and optimize monetization.

Core uses of video metadata

  • Search and discovery: Metadata allows users to find content quickly using titles, genres, keywords, cast, or themes.
  • Personalized recommendations: Recommendation engines rely on metadata to understand relationships between titles and viewer preferences.
  • User experience optimization: Metadata drives UI elements such as content rails, collections, and navigation logic.
  • Audience segmentation and advertising: Contextual metadata helps match content with relevant ads and viewer cohorts.
  • Analytics and reporting: Clean metadata feeds dashboards that inform programming, marketing, and product decisions.

At 24i, metadata is treated not just as descriptive data, but as an activation layer that directly influences engagement and revenue.

Types of video metadata

Streaming platforms typically manage multiple types of metadata, each serving a different purpose.

Technical metadata

Technical metadata describes the physical properties of a video file, including:

  • Resolution and bitrate
  • Codec and format
  • Duration
  • Encryption and DRM

This metadata ensures reliable playback across devices and informs delivery optimization.

Content metadata

Content metadata explains what the video is about. Examples include:

  • Title and synopsis
  • Genre and subgenre
  • Cast, crew, and director
  • Language, subtitles, and thumbnails

This is the most visible metadata for users and the foundation of content discovery.

Business metadata

Business metadata governs how content can be used and monetized:

  • Rights and licensing windows
  • Geographic availability
  • Monetization rules

It ensures compliance and prevents unauthorized distribution.

Custom metadata

Custom metadata is defined by the operator and tailored to specific workflows. Examples include:

  • Editorial tags
  • Marketing campaign identifiers
  • Mood or theme indicators

In 24i Video Cloud, custom metadata fields can be created and managed directly through the CMS, enabling both editorial and automated use cases.

How to view and edit video metadata

Metadata can be embedded in video files or stored in external systems. Operators can:

  • View metadata using a video metadata viewer or analyzer
  • Scan and check metadata for completeness and consistency
  • Edit video metadata using metadata editors or CMS tools

Maintaining clean metadata is essential for accuracy across search, recommendations, and analytics.

Building a metadata framework

A metadata framework defines how metadata is structured, stored, and shared across a streaming platform. It ensures consistency and scalability as catalogs grow.

A typical metadata framework includes:

  • A metadata engine to process and validate data
  • A metadata system to store and expose metadata via APIs
  • Business logic that defines relationships between titles, genres, and recommendations

In 24i Video Cloud, the metadata framework is tightly connected to personalization and analytics pipelines, ensuring that updates are reflected instantly across all apps and devices.

Metadata-driven ingestion frameworks

A metadata-driven ingestion framework automates the process of reading and normalizing metadata from external sources such as studios, broadcasters, and distributors.

Standardized formats like MPEG-7, EBUCore, and Dublin Core help ensure interoperability. Automated validation checks can detect missing or inconsistent fields and trigger enrichment workflows.

This approach reduces manual work while maintaining data quality at scale.

Metadata in media and entertainment

The media and entertainment industry faces unique metadata challenges.

Common metadata problems

  • Volume: Large catalogs with multiple versions per title
  • Inconsistency: Different metadata standards from content providers
  • Lack of structure: Unclear taxonomies reduce discovery accuracy

Metadata optimization across formats

  • VOD: Improves catalog navigation and discovery
  • OTT: Enables consistent personalization across devices
  • Live streaming: Supports real-time event tagging and contextual advertising

At 24i, metadata optimization feeds directly into personalization and ad targeting, enabling smarter discovery and higher-value monetization.

Metadata management tools

Metadata management refers to the tools and processes used to create, govern, and maintain metadata quality.

Benefits of metadata management

  • Improved discoverability and engagement
  • Stronger data governance and compliance
  • Faster multi-platform distribution
  • Better collaboration across teams

Metadata management solutions

Platforms may use:

  • Metadata management software for self-service control
  • Metadata management services for ongoing optimization

24i Video Cloud CMS combines metadata management, AI-powered enrichment, and personalization in a single environment built specifically for streaming.

Metadata automation and AI

Metadata automation uses AI and machine learning to enrich metadata at scale.

AI-powered metadata generation

AI can analyze video and audio to generate metadata automatically, such as:

  • Object and scene detection
  • Speech-to-text and keyword extraction
  • Contextual tagging

Metadata analyzers and trackers

AI-driven metadata analyzers identify gaps or inconsistencies, while trackers monitor changes across systems.

In 24i Video Cloud, AI-powered metadata automation reduces operational overhead and accelerates time-to-market by embedding enrichment directly into ingestion and CMS workflows.

Why metadata is critical for smarter streaming

Metadata is the connective tissue of modern streaming platforms. It powers discovery, personalization, analytics, and monetization—often invisibly, but always critically.

As streaming ecosystems grow more complex, platforms that invest in structured, automated metadata frameworks gain a clear advantage.

With 24i Video Cloud, metadata becomes actionable intelligence—turning content libraries into dynamic, personalized experiences that scale with both audiences and business goals.

FAQs

What is video metadata?

Video metadata is information that describes a video’s technical, descriptive, and business attributes.

Why is metadata important for streaming platforms?

Metadata enables search, recommendations, personalization, analytics, and monetization.

Can metadata be automated?

Yes. AI-powered metadata generation can enrich content automatically and reduce manual work.

What are common metadata standards?

MPEG-7, EBUCore, and Dublin Core are widely used in media and entertainment.

How does 24i handle metadata?

24i integrates metadata management, automation, and activation directly into its Video Cloud platform.

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