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Notes on AI search, LLM SEO, and how to make your site citable by agents.
- June 22, 2026 · 4 min read
What does ChatGPT say about my brand? How to check without fooling yourself
To understand what ChatGPT says about your brand, test branded, category, comparison, and problem prompts across providers, then record mentions, citations, sentiment, and wrong facts.
Read article - June 21, 2026 · 4 min read
Should I block AI crawlers? A practical decision guide for website owners
Blocking AI crawlers can protect content from some uses, but it can also reduce visibility in AI search. Decide by crawler purpose, page type, and business goal.
Read article - June 20, 2026 · 4 min read
My website ranks in Google but not ChatGPT: why AI answers behave differently
Ranking in Google does not guarantee that ChatGPT, Claude, Gemini, or Perplexity will mention or cite your website. AI answers use different signals, formats, and source choices.
Read article - June 19, 2026 · 4 min read
ChatGPT shows old pricing for my product: where stale AI answers come from
If ChatGPT, Claude, Perplexity, or Gemini shows old pricing, check cached pages, comparison posts, pricing schema, changelog pages, and crawlable pricing copy.
Read article - June 18, 2026 · 4 min read
ChatGPT has wrong information about my company: how to fix the source problem
If ChatGPT gives the wrong description, pricing, location, founder, or product details for your company, fix the facts on the pages and sources AI systems can actually read.
Read article - June 10, 2026 · 6 min read
ChatGPT Atlas and agentic browsers: how to make your website agent-ready
Agentic browsers like ChatGPT Atlas and Perplexity Comet read, decide, and act on your pages. Here is how to make your website agent-ready so AI agents can find, extract, and cite it.
Read article - June 10, 2026 · 5 min read
Google AI Mode and zero-click search: how to stay visible in 2026
Google AI Mode pushes zero-click searches toward 93%. Here is how brands stay visible when the answer replaces the link — by earning citations inside the AI response itself.
Read article - June 4, 2026 · 5 min read
AI citation tracking: how to measure the sources ChatGPT and Claude use
AI citation tracking shows whether ChatGPT, Claude, Gemini, Perplexity, and Google AI answers cite your domain for the prompts your buyers ask.
Read article - June 4, 2026 · 5 min read
AI search competitor analysis: find who ChatGPT and Gemini recommend instead
AI search competitor analysis shows which brands and domains appear in AI answers when your website is missing from category prompts.
Read article - June 4, 2026 · 5 min read
AI share of voice: how to measure brand visibility in AI answers
AI share of voice measures how often your brand appears in ChatGPT, Claude, Gemini, Perplexity, and Google AI answers compared with competitors.
Read article - June 4, 2026 · 5 min read
B2B SaaS AI SEO: how to make your product visible in ChatGPT
B2B SaaS AI SEO helps ChatGPT, Claude, Gemini, Perplexity, and Google AI answers understand, cite, and recommend your product.
Read article - June 4, 2026 · 5 min read
Prompt opportunity map: how to find the AI searches your buyers ask
A prompt opportunity map turns buyer questions into ChatGPT, Claude, Gemini, and Perplexity prompts you can track for GEO and AEO.
Read article - May 24, 2026 · 5 min read
AI visibility tools: what to look for before you buy
AI visibility tools measure whether your brand appears in ChatGPT, Claude, Gemini, Perplexity, and Google AI answers. Here is how to compare them.
Read article - May 24, 2026 · 5 min read
Does llms.txt help SEO? The honest answer for AI search
llms.txt can help AI tools and agents understand your site, but it is not a magic ranking factor. Use it with robots.txt, schema, sitemaps, and good content.
Read article - May 24, 2026 · 5 min read
Google AI Overviews optimization: how to make your site citable
Optimize for Google AI Overviews with crawlable pages, strong SEO basics, answer-first content, schema, entity clarity, and trustworthy external signals.
Read article - May 24, 2026 · 5 min read
Perplexity SEO: how to get cited by Perplexity AI
Perplexity SEO is about getting your pages chosen as cited sources. Improve crawl access, answer structure, freshness, schema, and evidence density.
Read article - May 16, 2026 · 6 min read
GEO rank tracking: how generative engine optimization measures success
GEO (Generative Engine Optimization) is the SEO of AI search. You can't manage what you can't measure — and GEO rank tracking is fundamentally different from Google rank tracking. Here's what to actually track.
Read article - May 15, 2026 · 5 min read
How to check your website's rank in Claude and Gemini (not just ChatGPT)
ChatGPT, Claude, and Gemini each use a different search backend — Bing, Anthropic's own crawler, and Google. Same prompt, often very different cited sources. Here's how to check your rank in all three.
Read article - May 14, 2026 · 5 min read
LLM rank tracker: the complete guide to tracking your visibility in AI search
An LLM rank tracker queries ChatGPT, Claude, and Gemini directly and reports your domain's position in their cited sources. Here's how it works, what to track, and why traditional SERP tools miss the point.
Read article - May 13, 2026 · 5 min read
How to rank on ChatGPT in 2026: get cited when ChatGPT searches the web
ChatGPT cites 3–10 sources when it answers a question with web search. This guide explains what determines whether your domain is in that list — and how to measure your rank in real time.
Read article - May 12, 2026 · 5 min read
SEO Hero Ninja for AI: how to check your rank inside ChatGPT, Claude, and Gemini
SEO Hero Ninja tracks your Google rank across 6 datacenters. AI Rank Checker does the same for ChatGPT, Claude, and Gemini — the new generative search engines that cite a handful of sources instead of ranking ten blue links.
Read article - April 25, 2026 · 4 min read
ChatGPT can't find my website: the common causes and fixes
If ChatGPT cannot find, cite, or recommend your website, check crawl access, server-rendered content, structured data, llms.txt, and citation-ready copy.
Read article - April 25, 2026 · 9 min read
Introducing NoticeMeAI: a Lighthouse-style audit for AI search and agent readiness
Score your site on 8 dimensions of LLM visibility — robots.txt, llms.txt, structured data, MCP, agent skills, x402, and more. We built the audit we kept wishing existed.
Read article - April 24, 2026 · 3 min read
Can ChatGPT see my website?
ChatGPT can only use your website when public pages are crawlable, readable, trustworthy, and relevant to the user's prompt.
Read article - April 23, 2026 · 3 min read
AI SEO checker: what to scan before ChatGPT can cite your site
An AI SEO checker should test crawl access, LLM readability, structured data, answer quality, llms.txt, and agent-readiness signals.
Read article - April 22, 2026 · 3 min read
Scan my website for GEO and AEO: the practical audit
A practical GEO and AEO scan checks whether AI answer engines can discover, understand, cite, and recommend your website.
Read article - April 21, 2026 · 3 min read
Audit my website for AI SEO: a simple step-by-step process
Use this AI SEO audit process to check whether your site is visible to ChatGPT, Claude, Perplexity, Gemini, and AI answer engines.
Read article - April 20, 2026 · 3 min read
How to optimize your website for ChatGPT
Optimize for ChatGPT by allowing retrieval, publishing clear answer pages, improving structured data, adding llms.txt, and making content easy to cite.
Read article - April 20, 2026 · 2 min read
How to make AI search notice your website in 2026
ChatGPT, Claude, and Perplexity cite the web differently than Google. Here's a field guide to AEO, GEO, and agent readiness.
Read article - April 19, 2026 · 3 min read
How to optimize your website for AI search
A practical guide to AI search optimization: crawlability, answer-ready content, structured data, llms.txt, citations, and agent readiness.
Read article - April 18, 2026 · 3 min read
AEO and GEO checklist for AI search visibility
A practical checklist for answer engine optimization and generative engine optimization across crawl access, content, schema, citations, and llms.txt.
Read article - April 17, 2026 · 3 min read
AEO vs GEO vs LLM SEO: what is the difference?
AEO, GEO, and LLM SEO are different labels for the same shift: making content visible, useful, and citable in AI answers.
Read article - April 16, 2026 · 3 min read
ChatGPT SEO best practices for websites
Best practices for improving ChatGPT visibility: crawler policy, answer pages, structured data, llms.txt, citations, and clean HTML.
Read article - April 15, 2026 · 2 min read
llms.txt checklist for AI SEO
A simple llms.txt checklist for helping LLMs find your most important pages, docs, FAQs, pricing, and answer-ready content.
Read article - April 14, 2026 · 2 min read
AI search score: what it means and how to improve it
An AI search score measures whether a website can be discovered, parsed, trusted, cited, and used by LLMs and AI agents.
Read article - April 13, 2026 · 2 min read
Enhance ChatGPT SEO without overcomplicating your website
Improve ChatGPT SEO with crawler access, clear HTML content, schema, llms.txt, answer-led pages, and a simple audit loop.
Read article - April 12, 2026 · 2 min read
ChatGPT does not see my website: fix visibility before writing more posts
Before publishing more content, fix the technical reasons ChatGPT may not see your website: robots.txt, raw HTML, sitemap, schema, and llms.txt.
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