AI Citation & SGE Grader

AI SEO Grader | Citation Readiness & SGE Optimization Tool | B2B Toolbox

Analyze how likely your content is to be cited by AI search engines like Perplexity, SearchGPT, and Gemini. Get a 'Citation Readiness' score and a bot-eye view of your data.
Is your content ready for AI search? Use our AI SEO Grader to check RAG-friendliness, information gain, and technical signals to get cited by Perplexity, Gemini, and SearchGPT.
Optimizes content for the AI-first search era, increasing brand visibility in LLM responses.
AI SEO, SGE optimization, Perplexity SEO, SearchGPT readiness, LLM optimization, information gain, RAG friendly content, generative engine optimization

AI Citation & SGE Grader

Grade your content's visibility for Perplexity, SearchGPT, and SGE

AI Search Crawler is analyzing semantic structures and information gain...

Citation Readiness
0
RAG Friendliness 0%
Information Gain 0%
Technical Signals 0%
Authority (EEAT) 0%

About the AI Citation & SGE Grader

The AI Citation & SGE Grader is a professional-grade diagnostic utility designed for the new era of "Answer Engines." As traditional search shifts toward generative responses (like Google’s SGE/AI Overviews, Perplexity, and SearchGPT), appearing in a list of links is no longer enough. You need to be the source that the AI cites.

This tool analyzes any URL through the lens of a Large Language Model (LLM). It identifies whether your content is structured for Retrieval-Augmented Generation (RAG) and calculates your "Information Gain"—the unique value your page adds to the internet's existing knowledge base.

RAG Friendliness (30%)

Does your page use semantic "chunking"? We look for concise paragraphs and question-based headings that allow an AI crawler to easily extract facts.

Information Gain (30%)

Does your content offer unique data or fresh perspectives? AI engines prioritize "primary sources" over recycled content.

Technical Signals (20%)

We check for JSON-LD Schema, HTML tables, and high-quality outbound citations that prove your data is structured and verified.

Authority & EEAT (20%)

Detection of author expertise and brand entity clarity which builds the "trust" required for an AI to quote you as an authority.

Frequently Asked Questions

What is a "Citation Readiness" score?
This is a proprietary metric (0-100) that predicts the likelihood of your URL being used as a source in an AI-generated answer. A score above 80 indicates high optimization, while below 50 suggests content is too generic or poorly structured.
How is this different from traditional SEO tools?
Traditional SEO focuses on keywords and backlinks for Google’s ranking algorithm. AI SEO (or GEO) focuses on semantic meaning and data extractability for LLMs.
What is the "AI View" feature?
The "AI View" shows you a Markdown-only version of your page. This is essentially what a bot "sees" after stripping away CSS and JavaScript. If your content doesn't stand out here, it won't be cited.
Does this tool help with Perplexity and SearchGPT specifically?
Yes. While each engine has nuances, they all rely on RAG (Retrieval-Augmented Generation). Optimizing for the pillars in this tool improves visibility across all major generative engines.
What does "Convert into a table" mean?
LLMs process HTML tables much better than paragraphs for data. Converting lists or pricing into a <table> format makes it significantly easier for a bot to extract and present that data in a summary.