AI visibility guides for people who need the system to make sense.
index: guides · 51 published
Practical, research-grounded walkthroughs for making your site visible and citable to AI answer engines. No guaranteed-ranking promises — just the technical and content signals that help models find and quote you.
01
Foundations
AI SEO, GEO, llms.txt, and crawler access.
02
Citability
How answer engines choose sources and references.
03
Execution
Checklists and implementation paths for real sites.
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What Is WebMCP? The Next Layer of AI Discovery
WebMCP lets a page declare interactive tools for AI agents, not just content. What it is, how it differs from llms.txt, and how readiness is actually measured.
published: August 31, 2026
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How Google Gemini and AI Mode Cite Sources
Gemini the assistant and Google AI Overviews are different products. What Grounding with Google Search does, and what Google-Extended actually controls (not what most people think).
published: August 31, 2026
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How Claude Cites Sources: What We Know So Far
ClaudeBot, Claude-SearchBot, and Claude-User do different jobs. What's confirmed about how Claude's web search and citations actually work, and what to check first.
published: August 31, 2026
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GEO for Agencies: Auditing and Reporting AI Visibility for Clients
How to add AI-visibility audits to an existing SEO retainer: what to check, how to translate an 8-category score into a client report, and how to price it as a recurring line.
published: August 31, 2026
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Organization & sameAs Schema: Building Entity Authority for LLMs
The sameAs array is how you tell AI systems, in a machine-readable way, that your website and your social/Wikipedia/review profiles are the same entity.
published: August 31, 2026
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AI Overviews and E-E-A-T: Does Author Authority Still Matter
Google's quality guidelines never went away just because the answer format changed. Here's how E-E-A-T signals actually factor into AI Overview citations.
published: August 27, 2026
Free tools
Use the tools when a guide turns into an implementation task.
cost: $0 · no account
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Free AI SEO audit
Check crawler access, schema, llms.txt, content quality, AI discovery, and entity signals before prioritizing fixes.
Audit
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ChatGPT visibility checker
Use this path when the question is whether ChatGPT can understand, mention, or cite a website.
Visibility
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Perplexity citation checker
Inspect source-backed answers and see whether Perplexity-style results cite your domain or competitors.
Citations
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Free llms.txt generator
Generate a starter llms.txt from a sitemap, then publish the editable Markdown at the domain root.
Tool
Pages for commercial questions
Use these when the guide topic maps to a buyer, SaaS, WordPress, or monitoring workflow.
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AI SEO audit for SaaS
Audit product, pricing, comparison, alternative, and docs pages before buyer-intent prompts send users elsewhere.
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ChatGPT visibility audit
Find the access, entity, schema, or content blocker that keeps a page out of ChatGPT-style answers.
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Perplexity citation monitoring
Move from one citation snapshot to recurring checks for source losses and competitor replacements.
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llms.txt generator for WordPress
Generate the file, publish it at the WordPress domain root, then audit AI discovery and crawler access.
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