Guides
Ten practical guides on getting cited by AI answer engines — written for the finding you just clicked, not for search engines.
AI Citation Gap Analysis: Find Out Why Competitors Get Cited Instead of You
A citation gap is a prompt where AI engines cite your competitors but not you. Here's how to run a manual gap analysis and prioritize fixes.
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AI Crawler Access: The Complete robots.txt Guide for GEO
How GPTBot, ClaudeBot, PerplexityBot, Google-Extended, and CCBot use robots.txt, and the exact syntax to stop blocking crawlers that drive AI citations.
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Content Freshness Signals and AI Citations
Undated content is a risk AI ranking layers avoid. Learn the three machine-readable date signals and why they should all agree.
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Heading Structure That AI Engines Can Parse
Headings are the skeleton retrieval systems chunk documents by. Learn how to structure H1-H3s, including question-form headings, for AI parsing.
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How to Displace a Dominant Source in AI Answers
When one domain holds most of an answer's citations, diagnose why it dominates before trying to displace it. Strategies, timelines, and when not to fight.
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Meta Descriptions in the AI Answer Era
A meta description is the summary you control. Learn how to write answer-shaped meta descriptions that seed the snippets AI retrieval steps read first.
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Schema Markup for AI Citations: What Actually Matters
Schema markup is machine-readable page context. Which JSON-LD types plausibly help AI citations, which are noise, and how to implement Article schema.
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Statistics Get Cited: Data-Driven Content for GEO
AI answers favor concrete, sourced numbers because they compress well into responses. Learn what kinds of numbers work and how to source them honestly.
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What Is llms.txt — and Does It Actually Matter?
llms.txt is a proposed manifest file pointing AI models to your key content. What it is, what it does, and an honest read on whether it's worth your time.
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Writing Citable Definitions: Why AI Engines Quote Some Pages and Not Others
AI engines quote passages that stand alone. Learn the anatomy of a citable definition and why burying it under a story intro kills quotability.
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