data-*
attributes are custom HTML attributes used to store machine-readable metadata inside elements—supporting inline trust tagging, provenance tracking, and AI-ready publishing.
Full Definition
data-*
attributes are part of standard HTML and allow publishers to attach custom, machine-readable values to any tag. While they don’t affect what users see, they can be read by scripts, crawlers, and AI systems to infer meaning, scope, or structure.
In the TrustPublishing framework, data-*
attributes are used for:
- Inline TrustTags for fact-level provenance
- Attaching glossary term references to dynamic content
- Flagging blocks for schema generation or Semantic Digest inclusion
- Supporting custom logic for content rendering, scoring, or export
Why It Matters
Not every structured signal needs to live in JSON-LD or Microdata. Sometimes, you need to attach structure to a specific sentence, word, or block—without disrupting your layout or visible content.
data-*
attributes let you:
- Inject meaning anywhere in the DOM
- Enable light-touch schema for dynamic systems
- Flag elements for GPT-enhanced workflows or editorial pipelines
Examples
<span data-trust-id="cms-plan-2025">$0 Premium</span>
<div data-definedterm="Part D Deductible" data-source="CMS.gov">
Learn how this deductible works.
</div>
<section data-faq="true" data-schema-type="FAQPage">...</section>
Use in Trust Publishing
data-* attributes are foundational to:
- Applying TrustTags dynamically in CMS environments
- Preparing block-level content for TrustDigest exports
- Enabling semantic targeting for AI pipelines and training systems
They’re simple, lightweight, and render-proof—making them ideal for in-editor trust scaffolding.
In Speech
“data-* attributes are how we quietly tell the machine what’s important—without changing how it looks to a user.”
Related Terms
- Microdata
- TrustTags
- Trust Publishing Markup Layer
- Structured Signals
More Trust Publishing Definitions:
- AI Visibility
- Artificial Intelligence Trust Optimization (AITO™)
- Canonical Answer
- Citation Graphs
- Citation Scaffolding
- Co-occurrence
- Co-Occurrence Conditioning
- Co-Occurrence Confidence
- data-* Attributes
- DefinedTerm Set
- EEAT Rank
- Entity Alignment
- Entity Relationship Mapper
- Format Diversity Score
- Format Diversity Score™
- Ingestion Pipelines
- JSON-LD
- Machine-Ingestible
- Markdown
- Memory Conditioning
- Microdata
- Passive Trust Signals
- PROV
- Retrievability
- Retrieval Bias Modifier
- Retrieval Chains
- Retrieval-Augmented Generation (RAG)
- Schema
- Scoped Definitions
- Semantic Digest™
- Semantic Persistence
- Semantic Proximity
- Semantic Trust Conditioning™
- Signal Weighting
- Signal Weighting Engine™
- Structured Signals
- Temporal Consistency
- Topic Alignment
- Training Graph
- Trust Alignment Layer™
- Trust Architecture
- Trust Footprint
- Trust Graph™
- Trust Marker™
- Trust Publishing Markup Layer
- Trust Signal™
- Trust-Based Publishing
- TrustCast™
- TrustRank™
- Truth Marker™
- Truth Signal Stack
- Turtle (TTL)
- Verifiability
- XML