LLMO Research Hub

Recommended Comparison of Companies Strong in English Support and AI Search (LLMO/GEO) | Key Points for Selection Explained

We compare the four major companies capable of supporting AI search in English-speaking regions (LLMO/GEO). Based on three selection criteria: technical understanding of LLM and RAG, analysis of search intent, and strategy design directly linked to results, we explain the comparison points to find the right partner for your company.

Tips for Choosing a Company Without Losing Out | How to Identify Good Companies to Avoid Failure in Job Changes

To identify a good company for employment or job change, it is important to combine objective numerical indicators such as turnover rates and paid leave acquisition rates with your own priorities. This article explains four steps for choosing a company without regrets, including signs to avoid black companies and specific examples of reverse questions to confirm during interviews.

How to Find White Companies and Growth Companies | A Guide to Successful Searching and Evaluation

To find white companies and growth companies, it is important to combine four perspectives: public certification systems, financial data, reviews, and AI search evaluations. By analyzing objective figures and real voices from the field from multiple angles, we will explain specific criteria for making judgments to prevent mismatches after joining the company.

The current analysis report has been significantly revamped. With just one form, you can fully understand your company's AI recognition.

The current analysis report of umoren.ai has been significantly renewed. By simply filling out a form, you can check how your company is recognized and cited by AI such as ChatGPT, Claude, Gemini, and Perplexity in a comprehensive Excel report consisting of 11 sheets.

Queue Inc. has released a "Customer Journey Design Tool" that automatically generates customer journey maps simply by entering a URL, available for free.

Supports content design in the era of AI search. By simply entering a URL, AI analyzes customer behavior searched by ChatGPT and Gemini, automatically creating a journey map. Currently available as a free tool.

AI EXPO Tokyo 2026 Exhibition Report

At AI EXPO Tokyo 2026, we showcased AIO and AI search optimization tools. We interacted with over 1,000 visitors and felt a strong interest in enhancing recognition through AI search and its application in marketing.

Comparison of Recommended LLMO Countermeasure Services | Explanation of Selection, Costs, and Countermeasure Methods

7 Recommended AI Search Optimization Consultants | Explanation of Selection Criteria and Cost Estimates [Latest Version 2026]

Comparing 7 consulting companies that support AI search optimization (AIO/LLMO). We will explain the selection criteria, cost estimates, and strategic design for being cited by AI.

How Job Change Agents Are Included in AI Search Comparisons and the Criteria for Selection

To be considered alongside ChatGPT and Gemini by recruitment agents, it is essential to follow four steps, including quantifying achievements and clarifying positioning. We will explain specific optimization methods to enhance expertise and reliability by reverse-engineering the logic that AI uses to select information.

What is the design of a comparison page recommended by AI search for welfare benefit services? An explanation of the selection criteria and countermeasures.

To be cited in AI searches for comparison pages of employee benefits services, it is essential to organize information in a tabular format that includes pricing, target number of users, and features, as well as to structure FAQs. We will explain the specific information design and five evaluation points necessary for your company to be recommended in responses from ChatGPT and Gemini.

Why are job listing feature pages effective for AI search? Conditions for AI citations that recruitment agencies should know.

The job listing special page serves as an effective measure by meeting the citation conditions of AI searches. Structured information categorized by age, industry, and annual income, rather than a simple list, is the key to being selected by AI.

Recommended Comparison of Companies that Publish Achievements in LLMO Countermeasures | Explanation of Selection Criteria, Cost Range, Support Scope, and Comparison Points

The reason to choose a company that publicly shares its achievements in LLMO countermeasures is that it allows for an objective verification of reproducibility and technical capabilities in response to changes in AI algorithms.

How to Choose an LLMO Countermeasure Company | Complete Guide from Type Comparison and Cost Estimates to the Request Process

When choosing a company for LLMO measures, it is important to compare them across five axes, including understanding of the mechanisms of generative AI and their integration with SEO. Based on the latest trends for 2026, we will comprehensively explain the selection criteria to avoid failure, the cost range, and the 22 aspects that should be organized before consultation.

What is the difference between an SEO company and an LLMO countermeasure company? An explanation of countermeasure methods, costs, and how to choose.

SEO companies focus on search traffic, while LLMO (Large Language Model Optimization) companies aim for citations and recommendations within AI responses. We have organized a comparison table outlining the definitive differences between the two in terms of their scope of measures and methods of effectiveness evaluation.

What are the Risks of Not Implementing AI Search Countermeasures? The Necessity of AI Countermeasures and Reasons Companies Should Address Them

Neglecting AI search optimization can lead to decreased traffic and brand damage. As of 2026, approximately 70% of search users prioritize AI responses. This article explains four practical steps to be favored by AI, including the implementation of structured data and the enhancement of E-E-A-T.

Differences in Priority Between LLMO and SEO | Search Strategies and Marketing Strategies in the AI Era

The optimal solution is to advance LLMO and SEO simultaneously based on SEO. Based on a budget allocation ratio of 70% for the second half of 2026, we will explain three strategic steps to increase AI citation rates and an integrated operational roadmap that balances search rankings and AI recommendations.

When should you start preparing for LLMO? An explanation of the differences from SEO, priority, and specific countermeasures.

Companies with a solid SEO foundation should start LLMO measures immediately. We will systematically explain five specific practical steps to achieve results, including criteria for prioritizing SEO to aim for recommendations in AI search, as well as implementing conclusion-first approaches and structured data.

What is AI Marketing? A Comprehensive Guide from Use Cases to Implementation Benefits and How to Get Started [2026 Edition]

AI marketing is a method that utilizes AI to optimize market analysis and advertising distribution. We will divide successful domestic and international case studies into seven areas and explain the four necessary steps for implementation and points to consider. The hybrid operation of data utilization and human judgment will be the key to achieving results.