LLM Parsability

Analyzes how well LLMs can parse and understand the content

Rule ID	ai/llm-parsability
Category	Agent Experience
Scope	Per-page
Severity	info
Weight	3/10
Default	Enabled

Solution

This rule evaluates how well LLMs can understand and extract information from your content, which affects AI-powered search and assistants. Improve parsability by using clear structure, explicit topic sentences, and well-organized sections. Avoid ambiguous pronouns and ensure context is clear. Use semantic HTML and structured data. Clear, well-written content for humans typically scores well for LLM parsability too.

Scoring

The rule scores content from 0-100 based on:

• Clear semantic structure (headings, paragraphs, lists)
• Logical content flow
• Absence of layout text/navigation mixed with content
• Clean text without excessive special characters
• Well-defined sections and topics
• Machine-readable formatting

Score	Status	Meaning
70-100	Pass	Good LLM parsability
40-69	Warning	Could be improved
0-39	Fail	Poor parsability

Enable / Disable

Disable this rule

[rules]
disable = ["ai/llm-parsability"]

Disable all AI rules

[rules]
disable = ["ai/*"]