Latest from the blog

How to Check If Your Site Appears in AI Search

Test whether ChatGPT, Perplexity and Google AI can find, read and cite your website, and what to fix if they can't.

How to Get Cited by ChatGPT and Perplexity

The content, structure and technical signals that make AI engines quote and recommend your site.

How to Check Your Website's AI Visibility (2026 Step-by-Step)

Check whether ChatGPT, Perplexity and Google AI can crawl, read and cite your site, and how to fix what they can't.

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.