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What we learn measuring AI answers.

Every post is written against numbers we actually recorded — stored answers, crawls, citation lists. If a figure is not ours to show, it is labeled as an example.

Cover illustration for AI Visibility Tool with Technical SEO Audit: What Actually Matterslatest2026-09-01AI Visibility Tool with Technical SEO Audit: What Actually MattersAI visibility and technical SEO are not the same measurement. What an AI-oriented technical audit should check, and how AI citation tracking actually works.Read the post →

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Cover illustration for How Different Page Types Shape AI Search Visibility2026-08-28How Different Page Types Shape AI Search VisibilityLearn how different page types—blog posts, product pages, FAQs, and documentation—shape your overall AI search visibility and citation potential.Cover illustration for How to Monitor AI Search Visibility in 2026, Step by Step2026-08-13How to Monitor AI Search Visibility in 2026, Step by StepA working setup for monitoring AI search visibility: citation rate, mention frequency, sentiment and AI referral traffic, measured on a schedule.Cover illustration for AI Mode SEO Checking Tools: What the Best Ones Measure2026-08-12AI Mode SEO Checking Tools: What the Best Ones MeasureWhat a Google AI Mode SEO checking tool actually tracks — citations, prompt coverage, content readiness and share of voice — and what to ask before paying.Cover illustration for Tool That Checks If Content Will Be Quoted by LLMs2026-08-12Tool That Checks If Content Will Be Quoted by LLMsLearn how a tool that checks if content will be quoted by LLMs works, what it measures, and how to use citation data to improve AI visibility.Cover illustration for Checking Whether AI Assistants Cite Your Site2026-08-12Checking Whether AI Assistants Cite Your SiteLearn practical ways to check whether ChatGPT, Perplexity, Gemini, and other AI assistants cite your site, and what to fix if they don't.Cover illustration for Why AI Answers Prefer "Boring" Pages — and How to Be One2026-08-11Why AI Answers Prefer "Boring" Pages — and How to Be OneAI assistants quote plain, structured pages far more often than clever ones. Here is why, and the exact changes that make your page the one they cite.Cover illustration for How to Check AI Visibility of Your Website (Free Methods)2026-08-07How to Check AI Visibility of Your Website (Free Methods)See whether ChatGPT, Perplexity and Google AI Mode can actually read and cite your website - a three-layer readability test, manual prompts, and a free checker.Cover illustration for Free AI Visibility Checker — Will ChatGPT Quote Your Site?2026-08-06Free AI Visibility Checker — Will ChatGPT Quote Your Site?Run the free checker and see in minutes whether ChatGPT, Perplexity and Google AI cite your site — and who gets named for your questions instead.

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