The CLEAR Framework
A systematic methodology for creating agent-optimized content that is Concise, Logical, Explicit, Accessible, and Referenceable.
Framework Principles
C
Concise
Direct information without fluff
L
Logical
Well-structured hierarchy
E
Explicit
Specific facts and data
A
Accessible
Machine-readable markup
R
Referenceable
Easy to cite properly
Implementation Guide
1. Concise Content
Agents process information efficiently when it's direct and to the point.
- Lead with key information in the first paragraph
- Use bullet points for lists and key facts
- Avoid marketing fluff and unnecessary adjectives
- Keep sentences under 25 words when possible
2. Logical Structure
Predictable content organization helps agents chunk and process information.
- Use proper heading hierarchy (H1 → H2 → H3)
- Follow a consistent content pattern across pages
- Group related information together
- Use semantic HTML elements (article, section, aside)
3. Explicit Information
Specific, measurable data is more valuable than vague statements.
- Include specific numbers, dates, and measurements
- Provide clear definitions for technical terms
- State facts directly rather than implying them
- Include relevant context and background
4. Accessible Markup
Machine-readable structure enables better agent understanding.
- Implement JSON-LD structured data
- Use proper schema.org markup
- Include meta tags for key information
- Ensure valid HTML and accessibility compliance
5. Referenceable Content
Make it easy for agents to cite your content accurately.
- Include clear authorship and publication dates
- Provide stable URLs for deep linking
- Add proper citation metadata
- Include contact information for verification