Content LLM Analyzer

About

Optimize Your Content for AI and Search Engines
Content LLM Analyzer helps content creators, marketers, and SEO professionals understand exactly how search engines and large language models (LLMs) interpret their web pages — and provides specific recommendations to improve content clarity and discoverability.
What It Does
Click the extension icon on any web page to:

Extract Page Structure - Automatically captures your page title, meta description, headings (H1-H6), and introduction from the rendered DOM
Category Detection - Uses Google's Natural Language API to detect how your content is categorized
Intent Analysis - Identifies mixed signals and competing interpretations that confuse search engines
Content Clarity Score - Get a grounding score (0-100) based on how well your content delivers on its title's promise
Actionable Recommendations - Receive specific, non-destructive edits to improve clarity without rewriting your content

Perfect For
✓ Content writers ensuring their articles match reader intent
✓ SEO professionals optimizing for search visibility
✓ Technical writers creating clear documentation
✓ Marketing teams aligning content with target audiences
✓ Anyone publishing content online

Key Features
-  Smart Extraction - Works on JavaScript-rendered pages (React, Vue, Angular, etc.) by analyzing the actual DOM
-  Dual Analysis - Combines Google NLP categorization with Claude AI content analysis
-  Heading Analysis - See all H1-H6 headings with color-coded tags showing content hierarchy
-  Minor Copy Edits - Get specific recommendations without changing your voice or style
-  Beautiful Interface - Clean, modern popup showing instant page metadata preview
How It Works

Navigate to any web page you want to analyze
Click the Content LLM Analyzer extension icon
Review the extracted metadata in the popup (title, description, headings)
Click "Analyze Content" to open the full analysis dashboard
Get your content clarity score and specific improvement recommendations

Privacy
Your content is only analyzed when you explicitly click the extension icon. Extracted data is sent to our secure analysis API and is not stored permanently. See our full privacy policy for details.
API Options

Use our backend API (no setup required)
Or bring your own Google Cloud NLP + Anthropic API keys for unlimited analysis

What Makes It Different
Unlike generic SEO tools that focus on keywords, Content LLM Analyzer shows you how AI systems actually interpret your content's intent, audience, and purpose. It identifies subtle mixed signals that weaken clarity — like broad introductions, heading misalignment, or competing audience signals.

Support
Need help or have suggestions? Visit our documentation at [your-docs-url] or email [your-email]

Version 1.0

Initial release
Support for all modern web pages including JavaScript frameworks
Google NLP + Claude AI analysis
Beautiful dark-themed popup interface
Export analysis results