Not sure where to start? Pick a guide that matches your role and follow the reading path from start to finish. Each guide is a curated sequence through our best articles.
For site owners new to AI search optimization
Understand what AI search readiness means, run your first audit, and learn the fundamentals before diving deeper.
5 articles
For online store owners and e-commerce managers
Make your products visible in ChatGPT Shopping, Perplexity, and AI-powered product discovery. From schema markup to conversion.
6 articles
For developers and technical SEO specialists
Hands-on fixes: JavaScript rendering, structured data, content structure, and page optimization for AI crawlers.
5 articles
For anyone whose site is not appearing in AI answers
Diagnose exactly why ChatGPT, Perplexity, or Google AI Overviews are not citing your site, and follow fix plans.
5 articles
For data-driven marketers and researchers
Our published studies on score-citation correlation, content relevance, and what the data says about AI visibility.
4 articles
For site owners new to AI search optimization
Understand what AI search readiness means, run your first audit, and learn the fundamentals before diving deeper.
Understand the scoring model and what it measures
Learn how LLM SEO differs from traditional SEO
Run your first free audit and see your score
Three methods to measure readiness: manual, free, and full audit
Deep dive into every factor that affects your score
For online store owners and e-commerce managers
Make your products visible in ChatGPT Shopping, Perplexity, and AI-powered product discovery. From schema markup to conversion.
25-item checklist covering all 4 dimensions
Implement the 6 essential schema types with code examples
7-step audit specific to ChatGPT Shopping
Diagnose and fix the 8 most common Perplexity blockers
Prepare your product data for AI consumption
Turn AI visibility into actual revenue
For developers and technical SEO specialists
Hands-on fixes: JavaScript rendering, structured data, content structure, and page optimization for AI crawlers.
Understand why JS-heavy sites are invisible to AI bots
Content patterns that LLMs extract and cite
How LLMs actually chunk and process your content
Keep your content fresh for re-crawling
Page-level optimization techniques
For anyone whose site is not appearing in AI answers
Diagnose exactly why ChatGPT, Perplexity, or Google AI Overviews are not citing your site, and follow fix plans.
The root causes of AI invisibility
6 specific ChatGPT blockers and fixes
4-dimension diagnostic with a 30-day fix plan
How to appear in Google AI Overviews
10-step action plan to go from 0% to 15%+ citation rate
For data-driven marketers and researchers
Our published studies on score-citation correlation, content relevance, and what the data says about AI visibility.
Patterns from auditing 100 real websites
The null finding: score does not predict citations (r=0.009)
658 sources analyzed across 30 queries
The real signal: content relevance, not technical score
Done reading? Now put it into practice.
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