What are smart tags? AI-powered metadata for digital asset management.

Smart tags help teams organize digital assets more efficiently by automatically labeling files with relevant metadata. While smart tagging is a powerful feature within many digital asset management (DAM) systems, it's often overlooked or underutilized.

Maybe you’ve seen smart tags in your DAM but haven’t explored how they work. Or perhaps you’re evaluating ecommerce tools and want to understand how smart tagging could streamline operations and improve customer experience.

This article will help you understand smart tagging and how it can strengthen your digital assets by streamlining the data organization and management process.

This post will cover:

• What is smart tagging?
• What is the purpose of a smart tag?
• How do smart tags work?
• What is an example of a smart tag?
• How to get started with smart tagging

Smart tagging uses artificial intelligence to automatically label digital assets — like documents, images, and videos — with relevant, business-specific keywords. This eliminates the need for manual metadata entry, enabling teams to search and surface content faster.

Instead of relying on surface-level information, smart tags analyze patterns, objects, and concepts to generate deeper context for improved content discoverability.

Today, Adobe’s AI-powered smart tagging capabilities are powered by self-learning algorithms that become more accurate and business-specific over time — delivering the right content faster.

Smart tagging uses machine learning to automatically identify and label important elements in your multimedia content based on context, patterns, and recognized entities. It helps streamline content organization by reducing manual tagging and making assets more searchable.

Instead of manually categorizing assets, smart tagging software does the heavy lifting for you. The result? Faster discovery, better organization, and more relevant content delivered to the right people at the right time.

Smart tagging removes the friction of content discovery. By using machine learning to automatically assign descriptive metadata labels, it reduces manual tagging and makes assets easier to find.

Whether you’re managing thousands of product photos or an entire video library, smart tags make your content instantly searchable — improving productivity, accelerating workflows, and enabling better reuse across teams.

Smart tagging software can analyze images, videos, and text-based files to detect key elements like objects, colors, phrases, or topics. Based on this analysis, it automatically assigns searchable, relevant tags.

This process becomes more powerful when you customize tagging models with business-specific vocabulary. Here's how to align it with your goals:

1. Define a tagging model based on your business taxonomy.
2. Train the model using representative content examples.
3. Apply tags consistently across your asset library.
4. Regularly review and refine tags for accuracy and consistency.

For enterprise use cases, governance workflows can facilitate human review or moderation to help ensure tagging quality and compliance.

As your content library grows, your smart tagging models become more intelligent and precision. Whether you’re in marketing, creative, ecommerce, data, or legal, smart tagging takes the stress out of finding digital assets so you can focus on delivering standout customer experiences.

In ecommerce, smart tagging might identify an image of an athletic shoe with tags like “reflective,” "premium suede,” “grey and white sneakers,” and "men’s runner.” These tags are generated automatically, helping teams quickly categorize and surface relevant assets.

For example, Adobe’s smart tagging engine uses AI to scan assets and apply business-specific tags. Retailers can then personalize search results, accelerate campaign workflows, and improve merchandising accuracy.

As the system learns from your tagging behavior, it becomes more precise and aligns with your brand's language and product strategy. As your content library grows, smart tags help maintain order, speed up asset discovery, and improve campaign efficiency.

Getting started with smart tags begins in your DAM, but the impact extends well beyond asset storage. When paired with a content management system — like Adobe Experience Manager Sites — smart tags help ensure the right content is delivered faster and more accurately across all your digital channels.

Adobe Experience Manager Sites integrates AI-powered smart tagging to automate content organization at scale — supporting marketing, commerce, creative, and legal teams alike.

See smart tags in action.

Watch the demo video of Experience Manager Sites to explore how smart tagging can boost content velocity and customer engagement.