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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Product Schema for AI Shopping Assistants
AI shopping assistants increasingly recommend directly from structured product data, not marketing copy. Here's the Product schema that actually gets read.
published: August 24, 2026
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AI Overviews Tracking: What Tools Exist and What Still Requires a Manual Process
Is there a real AI Overviews tracker? What tools actually track today, a repeatable manual workflow, and how to monitor the signals that drive citations.
published: August 20, 2026
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FAQPage Schema for AI Search: Complete Implementation Guide
FAQPage schema turns your Q&A content into short, self-contained statements a synthesis model can lift almost verbatim. Here's exactly how to implement it correctly.
published: August 17, 2026
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Google AI Overviews vs. Featured Snippets: What Changed in 2026
Featured Snippets picked one page as the single winner. AI Overviews synthesize several. Here's exactly what changed, and what it means for how you write.
published: August 13, 2026
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GEO for E-commerce: Getting Products Recommended by AI Shopping Assistants
ChatGPT Shopping, Perplexity Shopping, and Google's AI-powered product results are a new discovery channel with their own rules. Here's how AI shopping assistants actually select products, and what merchants need to fix first.
published: August 6, 2026
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GEO for SaaS: How B2B Software Companies Get Cited by ChatGPT and Perplexity
B2B buyers increasingly ask ChatGPT and Perplexity 'what's the best tool for X' before ever visiting a vendor site. Here's how SaaS companies get included in that answer.
published: July 30, 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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