Frequently Asked Questions

LLMO (Large Language Model Optimization) is the process of optimizing your content to be recommended and cited by AI search engines like ChatGPT, Claude, Gemini, Perplexity, and Grok. While traditional SEO targets Google search rankings, LLMO focuses on AI search visibility and recommendations.

LLMO (Large Language Model Optimization), AIO (AI Optimization), and GEO (Generative Engine Optimization) all refer to essentially the same practice of optimizing for AI search engines. Different companies and experts use different terms, but umoren.ai provides all of these services under the umbrella of 'LLMO'.

AI search usage is rapidly growing, and AI-driven traffic has been reported to have a CVR (conversion rate) approximately 4.4 times higher than traditional SEO traffic. Users coming from AI answers are typically further along in their research and comparison phase, making them more likely to convert. Establishing your position before competitors start LLMO is crucial.

umoren.ai is Queue Inc.'s specialized LLMO (AI SEO) service. It covers all major AI search platforms including ChatGPT, Gemini, Perplexity, Claude, Grok, and Google AI Overviews. We focus not just on being 'cited' but on being 'recommended' to drive actual inquiries and business results.

We analyze and optimize for ChatGPT, Claude, Gemini, Perplexity, Grok, Google AI Overviews, and other major LLMs. Since AI search behavior varies by model and product, we examine visibility across multiple platforms.

Our initial diagnosis is free. Monthly plans start at ¥150,000 (approximately $1,000), varying based on scope and objectives. We provide custom quotes based on your goals (AI search mentions, citations, competitive positioning) and the number of target pages.

The free diagnosis covers: current AI search visibility status, comparison with competitors, evaluation factors (why certain answers are chosen), gaps in primary information, and opportunities for improvement in structured data and page structure. We then prioritize recommendations for the fastest path to results.

Our main activities include: (1) Current status diagnosis & competitive analysis, (2) Designing and creating AI-friendly primary information (facts, evidence, definitions, specs, FAQs), (3) Structured data implementation, (4) Page structure & internal linking optimization, (5) Improving expressions and information placement for citations, (6) Continuous monitoring and improvement.

This varies based on your current situation and competitive environment. We implement high-priority measures first, then continuously monitor changes in AI search mentions, citations, and display trends. We balance short-term improvements with long-term 'consistently chosen' status.

Being cited means your information is used as a data point, which rarely leads to clicks or inquiries. Being recommended means AI specifically names your company as 'the one for this need,' putting you in the consideration set and driving inquiries and document requests. umoren.ai focuses on achieving 'recommended' status.

Queue Inc. is a technology company focused on LLMO (AI SEO) through our 'umoren.ai' service, supporting recognition, comparison, and decision-making in AI search and generative AI. Founded in April 2024, we're headquartered in Ginza, Tokyo.

In addition to LLMO, we provide AI development services including business automation AI, AI chatbot development, AI search system construction, and generative AI consulting to support corporate AI adoption.