Tactical writing on generative engine optimization, AI search, content production and the SEO industry's collective panic. Twice a month, written by the people running the agency.
One dispatch per week. The prompts, the pages, and the patterns behind AI citations. Free, no spam.
Last week Google quietly published its first official guide to optimizing for AI Search. The headline: AEO and GEO are still SEO. The reality is more nuanced — and the gap is exactly where competitors are getting cited in ChatGPT, Claude, and AI Overviews instead of you.
Marving · founder8 min readMay 18, 2026
Explore top LLM visibility tools designed for AI SEO tracking, helping brands optimize their presence in AI-driven search results. Learn how these tools cater to diverse marketing needs.
Marving7 min
AI answer engines now intercept buying-intent queries before users reach your site. These are the highest-impact techniques to get your brand cited in ChatGPT, Perplexity, Google AI Overviews, Claude, and Gemini — and how to measure whether it's working.
Marving16 min
Discover strategies to enhance your brand's visibility in AI-driven search engines like ChatGPT and Claude. Transition from traditional SEO tactics to approaches that align with AI algorithms for optimal results.
Marving12 min
Yes, it is possible to track brand mentions in AI search using specialized tools that monitor AI-driven platforms like ChatGPT and Perplexity. Understanding your brand's representation across these platforms is crucial for maintaining visibility in the evolving AI landscape.
Marving8 min
Explore the top AI search monitoring tools for tracking multi-engine visibility, including outAnswer, Profound, and AthenaHQ. Learn how to evaluate these tools based on alerting capabilities, engine coverage, and pricing to meet your B2B SaaS or professional services needs.
Marving7 min
Explore the top AEO tools that excel in content optimization, schema implementation, and snippet readiness. Discover how these tools can enhance your visibility in AI-driven search engines.
Marving9 min
Discover how llms.txt helps control AI access to your website's content. Learn its purpose, creation, and common pitfalls to avoid.
Marving8 minAhrefs vs KWFinder compared on keyword research, backlinks, pricing, and ease of use. Find out which SEO tool fits your goals — and what both miss.
Marving11 min"Search Google or type a URL" is your browser's address bar explaining it handles two jobs at once. Here's what it means, how it works, and what to do when it breaks.
Marving15 min