AI Search Readiness Checklist
A practical pre-publication checklist for Content Score readiness, GEO Score citability, and Review Gate risk.
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Resources & Learning Center
Everything you need to win at AI search.
Deep-dive documentation, strategy guides, and editorial research for teams navigating Generative Engine Optimization and traditional ranking signals — from one unified scoring model.
Featured guides
View all guides →Entity SEO: The Foundation of AI Citability
LLMs ignore keyword-stuffed content and cite entity-rich passages. Here is how to structure yours.
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Building a Content Workflow for Generative Engines
How to restructure your editorial pipeline without doubling workload or fragmenting tooling.
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Core concept
Understanding GEO (Generative Engine Optimization)
AI search engines prioritize citability, entity authority, and factual density over raw keyword presence. ChatGPT, Perplexity, and Claude construct answers from passages — not from ranked documents. To be cited, your content must be entity-dense, answer-first in structure, and verifiably factual. GEO is the practice of building these properties in at draft time.
Read the full GEO guide →Core concept
The Dual-Axis Scoring Loop
Stop choosing between traditional Google ranking and AI visibility. The canonical scoring model evaluates content on both axes simultaneously: Content Score measures seven traditional SEO signals, and GEO Score measures five AI retrieval signals. Both scores share the same entity vocabulary, so a fix that improves one never contradicts the other. The Review Gate enforces a minimum Content Score of 70/100 AND a minimum GEO Score of 70/100 before any Article reaches the CMS.
Core concept
Pillar-and-Cluster Architecture
Organize your content by building authoritative pillar pages supported by specific, long-tail cluster topics. Proper interlinking via Internal Link Suggestions prevents orphan pages, consolidates link equity where it matters most, and establishes topical authority across the Keyword Cluster. The scoring engine tracks internal links as a Content Score signal, surfacing weak cluster connections before they cost you rankings.
Read: AI Search Optimization →Full resource directory
Product documentation
Strategy guides
AI Search Readiness ChecklistPre-publication checks for Article citability, Review Gate risk, and score movement.
GEO OptimizationDeep-dive into entity authority, factual density, and AI citability.
AI Search OptimizationHow to optimize for the AI retrieval layer and Generative Engine results.
Learning CenterAll editorial guides on AI SEO, GEO, and content scoring.
Ready to apply it?
Score your content before it ships.
The scoring engine analyzes your draft against both Content Score and GEO Score signals and returns an ExplainScore breakdown — the exact passages and signals to fix before publication.