How to Get Your B2B SaaS Brand Cited in Perplexity AI
Getting cited in Perplexity isn’t about “ranking” in the traditional SEO sense. It’s about becoming a source Perplexity’s retrieval system can confidently pull from…
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G2 and Capterra AI Visibility: What the Data Shows
Two studies, both with published methodology and real sample sizes, looked at whether software review platforms get cited by AI. One found review platforms…
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Reddit, LinkedIn, and YouTube: The Channels You Ignore
The AI citation channels most B2B SaaS teams treat as an afterthought are, according to multiple independent studies, the ones AI engines cite most.…
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llms.txt: What It Is and Whether You Need One
llms.txt is a plain markdown file, placed at the root of a website, that gives AI systems a curated index of a site’s most…
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GEO vs AEO vs SEO: What Is Actually Different
GEO vs AEO vs SEO is one of the most-asked disambiguation questions in marketing right now. Most answers make it sound more settled than…
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Best AEO Tools for B2B SaaS in 2026
The best AEO tools solve one specific problem. They tell you whether ChatGPT, Perplexity, Gemini, and Google’s AI Overviews are actually citing your brand.…
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Your AI visibility ROI number is mostly a guess. Here is what to report instead.
Every CMO I have spoken to this quarter has asked some version of the same question. We are paying for AI visibility work. What…
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Do AI Crawlers Render JavaScript? The Honest Answer
AI crawlers render JavaScript far less than most teams assume, and the gap between what Google sees and what ChatGPT sees on the same…
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AI SEO Statistics for 2026: The Numbers Marketers Actually Need
Your rankings held. Your traffic didn’t. That gap is the whole story of search right now. Position one still means something, it just means…
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