From 'Google Search' to 'AI Answers' Era. Launch of 'LLMO Plus' for End-to-End Support of LLMO Analysis and SEO Writing.
AT NEST LLC has launched 'LLMO Plus,' a service designed for the shift from traditional search engines to AI-generated responses. It provides quantitative analysis of brand exposure across major LLMs like ChatGPT and Gemini and offers end-to-end support for creating content that is easily cited by AI.
📋 Article Processing Timeline
- 📰 Published: April 28, 2026 at 01:39
- 🔍 Collected: April 27, 2026 at 17:01
- 🤖 AI Analyzed: April 28, 2026 at 02:07 (9h 5m after Collected)
■ Background: From SEO to LLMO. A New Way to be 'Found' in the AI Era
With the widespread use of generative AI such as ChatGPT, Gemini, Perplexity, and Claude, users have begun to receive 'answers' directly from AI instead of browsing through search engine result lists.
As a result, even sites that previously ranked high in SEO are rapidly losing user touchpoints if they are not 'cited' or 'mentioned' by AI. What companies must tackle now, in addition to conventional SEO, is LLMO (Large Language Model Optimization).
■ Service Overview:
'LLMO Plus' is a new content marketing support service for the AI era that provides LLMO analysis and content generation in a single, integrated flow.
Key Offerings:
- LLMO Analysis: Quantitatively visualize how your service/brand is handled in major LLMs including ChatGPT.
- Competitor/Citation Structure Analysis: Reveal what information sources AI refers to and which competitors are dominant.
- Planning/Production of LLMO-Optimized Content: Design content with structures and expressions that are 'easy to cite' for AI.
- Continuous Improvement Reporting: Monitor changes in AI exposure after implementation.
Service Site: https://llmoplus.jp/
1. Supervised by the Representative, a Former AI Expert at LINE
The representative has deep knowledge in the AI/machine learning field from his experience supporting corporate marketing at LINE Corporation (now LY Corporation) and subsequently working at AI-related companies. From a position of understanding both large-scale service operations and AI technology, he designs measures based on the latest LLM trends.
2. Professional SEO Writers with Extensive Track Records in Various Industries are Onboard
LLMO measures are not just technical theories; the starting point is 'high-quality content that is valuable to the reader and structurally easy for AI to understand.' 'LLMO Plus' employs professional SEO writers with track records in a wide range of industries including B2B SaaS, finance, real estate, medical, human resources, EC, and education. We provide highly specialized content incorporating industry knowledge through our in-house production system.
3. Easy Start with a Free Diagnosis
For companies that 'don't know how they are perceived by AI,' we offer a free LLMO diagnosis. We propose priorities for necessary measures based on the current situation visualization report. You can feel free to consult us first to 'know' the status without feeling pressured by sales.
■ Application for Free Diagnosis
Now accepting applications via the form on the service site.
▶ https://llmoplus.jp/
Representative Comment
'In the last 1-2 years, the gateway through which users obtain information has changed dramatically. The era of optimizing only for Google Search SERPs is over; how your company is positioned within the "answers" of ChatGPT and Gemini will determine future business growth. Combining the large-scale service growth methods I learned during my time at LINE with the latest LLM technology, I want to support Japanese companies' marketing in the AI era.'
Company Profile
Company Name: AT NEST LLC
Location: 7A, 8-2-12 Nishi-Gotanda, Shinagawa-ku, Tokyo 141-0031
Representative: Representative Director Sho Tsuchiya
Established: March 2025
Business Description: Operation of LLMO analysis and content generation service 'LLMO Plus', AI utilization consulting, etc.
URL: https://llmoplus.jp/
With the widespread use of generative AI such as ChatGPT, Gemini, Perplexity, and Claude, users have begun to receive 'answers' directly from AI instead of browsing through search engine result lists.
As a result, even sites that previously ranked high in SEO are rapidly losing user touchpoints if they are not 'cited' or 'mentioned' by AI. What companies must tackle now, in addition to conventional SEO, is LLMO (Large Language Model Optimization).
■ Service Overview:
'LLMO Plus' is a new content marketing support service for the AI era that provides LLMO analysis and content generation in a single, integrated flow.
Key Offerings:
- LLMO Analysis: Quantitatively visualize how your service/brand is handled in major LLMs including ChatGPT.
- Competitor/Citation Structure Analysis: Reveal what information sources AI refers to and which competitors are dominant.
- Planning/Production of LLMO-Optimized Content: Design content with structures and expressions that are 'easy to cite' for AI.
- Continuous Improvement Reporting: Monitor changes in AI exposure after implementation.
Service Site: https://llmoplus.jp/
1. Supervised by the Representative, a Former AI Expert at LINE
The representative has deep knowledge in the AI/machine learning field from his experience supporting corporate marketing at LINE Corporation (now LY Corporation) and subsequently working at AI-related companies. From a position of understanding both large-scale service operations and AI technology, he designs measures based on the latest LLM trends.
2. Professional SEO Writers with Extensive Track Records in Various Industries are Onboard
LLMO measures are not just technical theories; the starting point is 'high-quality content that is valuable to the reader and structurally easy for AI to understand.' 'LLMO Plus' employs professional SEO writers with track records in a wide range of industries including B2B SaaS, finance, real estate, medical, human resources, EC, and education. We provide highly specialized content incorporating industry knowledge through our in-house production system.
3. Easy Start with a Free Diagnosis
For companies that 'don't know how they are perceived by AI,' we offer a free LLMO diagnosis. We propose priorities for necessary measures based on the current situation visualization report. You can feel free to consult us first to 'know' the status without feeling pressured by sales.
■ Application for Free Diagnosis
Now accepting applications via the form on the service site.
▶ https://llmoplus.jp/
Representative Comment
'In the last 1-2 years, the gateway through which users obtain information has changed dramatically. The era of optimizing only for Google Search SERPs is over; how your company is positioned within the "answers" of ChatGPT and Gemini will determine future business growth. Combining the large-scale service growth methods I learned during my time at LINE with the latest LLM technology, I want to support Japanese companies' marketing in the AI era.'
Company Profile
Company Name: AT NEST LLC
Location: 7A, 8-2-12 Nishi-Gotanda, Shinagawa-ku, Tokyo 141-0031
Representative: Representative Director Sho Tsuchiya
Established: March 2025
Business Description: Operation of LLMO analysis and content generation service 'LLMO Plus', AI utilization consulting, etc.
URL: https://llmoplus.jp/