--- title: "ClarAI blog" source: ClarAI blog --- # ClarAI blog A plain-Markdown index of every published post. Each post is also available as Markdown at /blog/.md ## [Reading Query Fan-Out Like a Map](/blog/reading-query-fan-out-like-a-map) When someone asks an AI engine a question, the engine fans it out into many sub-queries and stitches the answer from whatever sources win each one. The practical unit of AI visibility is that map of sub-queries, and how ClarAI's 12-axis Query Fusion Model plus per-prompt reverse-engineering make it operable. Published 2026-08-15, 8 min read. Markdown: /blog/reading-query-fan-out-like-a-map.md ## [The GSC Generative AI Report: What It Shows and What It Hides](/blog/gsc-generative-ai-report-what-it-shows-and-hides) Search Console's 2026 Generative AI report is real first-party proof that Google's AI surfaces put your pages in front of people. But it is UI-only, Google-only, and silent on prompts, answers, and competitors. What it shows, what it hides, and the cross-engine gap it leaves. Published 2026-08-15, 7 min read. Markdown: /blog/gsc-generative-ai-report-what-it-shows-and-hides.md ## [Prompt Demand Without the Billion-Conversation Dataset](/blog/prompt-demand-without-the-billion-conversation-dataset) You do not need a proprietary dataset of a billion AI conversations to estimate what buyers ask AI engines. Triangulate prompt demand honestly from three public signals: Google's People Also Ask and autocomplete, your own Search Console query data, and real community questions, then label it as triangulated demand with its sample and date. Published 2026-08-15, 7 min read. Markdown: /blog/prompt-demand-without-the-billion-conversation-dataset.md ## [AI Shopping Is the 2026 Wave: How Product Cards Get Picked in ChatGPT](/blog/ai-shopping-how-product-cards-get-picked) AI answers assemble a shortlist of specific products, not a ranked list of category pages, so machine-readable product data suddenly matters more than your best landing page. What Google published about product structured data and Merchant Center, what ClarAI's AI Shopping feature measures, and how to judge demand without a made-up number. Published 2026-08-14, 7 min read. Markdown: /blog/ai-shopping-how-product-cards-get-picked.md ## [GPTBot, ClaudeBot, PerplexityBot: Who Is Crawling You and What to Allow](/blog/ai-crawlers-gptbot-claudebot-perplexitybot) A plain guide to the AI crawler user-agents ClarAI checks by name, GPTBot, ClaudeBot, PerplexityBot, Google-Extended and OAI-SearchBot, the training-versus-retrieval split that decides whether blocking one costs you visibility, and why Google-Extended does not gate AI Overviews. Published 2026-08-14, 7 min read. Markdown: /blog/ai-crawlers-gptbot-claudebot-perplexitybot.md ## [Is Your Site Agent-Ready?](/blog/is-your-site-agent-ready) AI search crawlers download your HTML but do not run your JavaScript, so client-rendered pages read as empty to them even when they rank on Google. What agent-readiness means, the two raw-HTML failures ClarAI's site audit looks for, and how to check your own site. Published 2026-08-14, 7 min read. Markdown: /blog/is-your-site-agent-ready.md ## [Google-Extended Does Not Do What You Think It Does](/blog/google-extended-vs-googlebot) Blocking Google-Extended in robots.txt does not remove you from Google AI Overviews or AI Mode. It only governs Gemini training. The crawler that actually gates Google's AI answers is standard Googlebot, and confusing the two is the most common self-inflicted AI visibility outage. Published 2026-08-14, 7 min read. Markdown: /blog/google-extended-vs-googlebot.md ## [Snippet Controls Are Your AI Visibility Off Switch](/blog/snippet-controls-ai-visibility-off-switch) How nosnippet, max-snippet, data-nosnippet, and noindexed sitemap URLs silently remove ranking pages from AI answers, how to check your own site in minutes, and the exact fix for each case. Published 2026-08-13, 7 min read. Markdown: /blog/snippet-controls-ai-visibility-off-switch.md ## [AEO Retainers Cost 500 to 2000 Dollars a Month. Here Is What Agencies Actually Do](/blog/aeo-retainer-economics) What an AEO retainer includes, the white-label wholesale layer underneath the market, when a retainer beats self-serve tooling, and the hybrid model agencies are quietly running. Published 2026-08-05, 7 min read. Markdown: /blog/aeo-retainer-economics.md ## [Google Finally Told Us How AI Search Works. Here Is What Actually Matters](/blog/google-ai-search-guide-what-matters) Google's official guide confirms AI Overviews run on RAG plus query fan-out over the Search index, sets the eligibility bar at indexed, snippet-eligible, and crawlable, and debunks llms.txt, chunking, and special AI schema. Published 2026-08-05, 7 min read. Markdown: /blog/google-ai-search-guide-what-matters.md ## [Your AI Visibility Score Is Lying to You (Ours Might Be Too)](/blog/your-ai-visibility-score-is-lying) AI answers are nondeterministic, samples are small, and citation distributions are power-law. What honest AI visibility measurement looks like, and exactly how ClarAI implements it. Published 2026-08-05, 7 min read. Markdown: /blog/your-ai-visibility-score-is-lying.md ## [The 10 Best AI Visibility Tools in 2026, Honestly Ranked](/blog/best-ai-visibility-tools-2026) A use-case ranking of the AI visibility market in 2026: Profound, Peec, Otterly, Reach, ClarAI and five more, with real pricing, honest tradeoffs, and a disclosure most lists skip. Published 2026-08-05, 8 min read. Markdown: /blog/best-ai-visibility-tools-2026.md