【AKARUMI New Feature Release】 Supporting the AI Search Era with Prompt Generation and AI Search Score
ipe inc. has launched new features for "AKARUMI": automatic prompt generation and an "AI Search Score." These tools visualize brand visibility in generative AI and AI search, enhancing corporate LLMO efforts.
📋 Article Processing Timeline
- 📰 Published: May 20, 2026 at 21:15
- 🔍 Collected: May 20, 2026 at 13:01
- 🤖 AI Analyzed: May 20, 2026 at 13:05 (3 min after Collected)
AKARUMI, provided by ipe inc., is a domestic GEO/LLMO analysis tool that visualizes brand visibility on major LLMs like ChatGPT, AI search, and AI Overviews.
Users can grasp "adoption rates," "search ranking," and "context of mention" within generative AI and AI search to analyze their market position and prioritize initiatives through competitive benchmarking.
To support LLMO improvement in the AI search era, AKARUMI has released new features: an automatic prompt generation tool that creates prompts based on keywords and consideration phases, and an "AI Search Score" that visualizes search demand for each prompt.
Prompt Automatic Generation Feature
Clicking "Automatic Generation" on the prompt management screen opens the generation interface. Enter keywords and the consideration phase, then click "Generate" to create prompts automatically.
AI Search Score
The AI Search Score is a metric estimating how frequently a prompt is searched, calculated based on official data from OpenAI and Google, derived from usage ratios between ChatGPT and Google Search. This score can be viewed via the prompt management screen.
About ipe inc.
ipe inc. is a digital marketing company that supports businesses through SEO and LLMO consulting, ensuring they are correctly recognized, cited, and selected by search engines and generative AI. With over 13 years of experience in SEO, primarily for large-scale and database-driven sites, they have supported over 300 companies. They are currently leveraging this expertise to strengthen LLMO support and provide the analysis platform "AKARUMI."
Users can grasp "adoption rates," "search ranking," and "context of mention" within generative AI and AI search to analyze their market position and prioritize initiatives through competitive benchmarking.
To support LLMO improvement in the AI search era, AKARUMI has released new features: an automatic prompt generation tool that creates prompts based on keywords and consideration phases, and an "AI Search Score" that visualizes search demand for each prompt.
Prompt Automatic Generation Feature
Clicking "Automatic Generation" on the prompt management screen opens the generation interface. Enter keywords and the consideration phase, then click "Generate" to create prompts automatically.
AI Search Score
The AI Search Score is a metric estimating how frequently a prompt is searched, calculated based on official data from OpenAI and Google, derived from usage ratios between ChatGPT and Google Search. This score can be viewed via the prompt management screen.
About ipe inc.
ipe inc. is a digital marketing company that supports businesses through SEO and LLMO consulting, ensuring they are correctly recognized, cited, and selected by search engines and generative AI. With over 13 years of experience in SEO, primarily for large-scale and database-driven sites, they have supported over 300 companies. They are currently leveraging this expertise to strengthen LLMO support and provide the analysis platform "AKARUMI."
FAQ
Which AI engines can AKARUMI analyze?
It can analyze brand visibility on major LLMs such as ChatGPT and generative AI search experiences like Google AI Overviews.
What is the benefit of using the AI Search Score?
By visualizing AI search demand based on OpenAI and Google data, businesses can make data-driven decisions on priority marketing initiatives.
Why is LLMO necessary alongside SEO?
Because consumer search behavior is shifting from traditional engines to generative AI, and brands must be correctly recognized and cited by AI models.