Latest from the blog

AEO vs SEO: 7 Differences That Decide Where to Invest

AEO targets AI-generated answers while SEO targets search rankings. Learn how these tactics overlap and where to focus your B2B SaaS investment.

What is AI Visibility? The 2026 Guide to Getting Cited by AI

How AI engines decide which websites to cite, and the concrete signals that get your brand named in AI answers.

How do I track my brand's visibility in AI search engines for free?

Monitor your brand's visibility across ChatGPT, Gemini, and Perplexity using free LLM rank tracker tools and manual prompt testing in 2026.

How is Competitor Analysis for AI Search Different from Traditional SEO Competitor Analysis?

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How do I track my competitors' visibility inside ChatGPT, Perplexity, and Claude?

Monitor your competitor visibility across ChatGPT, Perplexity, and Claude using a 50-100 query test suite to calculate Share of Voice and benchmark against competitors in 2026.

What is the best free tool for competitor analysis in AI search results?

LLMrefs tracks competitor mentions across ChatGPT, Perplexity, and Claude without paid plans, giving you AI search visibility in under 5 minutes.

What are the best competitor analysis tools for AI search and LLMs in 2025?

Top competitor analysis tools for AI search and LLMs combine LLM citation tracking, brand mention monitoring, and rank data. Compare 5 leading platforms with pricing breakdowns in 2025.

How LLMs Work: What Marketers Need to Know

LLMs generate text one token at a time using an autoregressive process. Understanding tokenization, inference, and decoding helps B2B teams write better prompts and control output quality.

How to Audit Your Brand's LLM SEO: A Complete Checklist

Audit your brand visibility on LLMs by prompting ChatGPT, Perplexity, and Claude with real buyer queries. Track citation share, accuracy, and sentiment in 60 minutes.