Does AI know you? ProAI Launches 'AI Perception Board', a New Feature for Analyzing and Revealing AI Awareness!
ProAI has significantly upgraded its card-based AI app, 'CardCommand,' with the addition of the 'AI Perception Board' to support brand strategy in the AI era. This feature quantifies how major AI models perceive your brand, identifies gaps, and automatically generates improvement strategies.
📋 Article Processing Timeline
- 📰 Published: March 28, 2026 at 03:02
- 🔍 Collected: March 28, 2026 at 21:59 (18h 57m after Published)
- 🤖 AI Analyzed: April 15, 2026 at 05:27 (415h 28m after Collected)
ProAI Co., Ltd. (Headquarters: Meguro-ku, Tokyo; Representative Director and CEO: Shoichi Furuta; hereinafter 'ProAI') has significantly powered up 'CardCommand,' an intuitive, card-based AI application. In addition to its existing ideation, business consultant, and local search functions, the app now features the newly launched 'AI Perception Board,' designed to support brand strategy in the AI era.
1. 'AI Awareness Diagnosis' that quantifies whether AI 'chooses' or 'ignores' you.
2. Cross-analysis using the four major AIs (ChatGPT, Claude, Gemini, and Grok).
3. Automatic generation of improvement strategies and roadmaps by the AI itself, based on a trust hierarchy.
CardCommand Introduction Page: https://proai.co.jp/cardcommand/
What is AI Perception? ── Are you recognized by AI?
An era is rapidly arriving where consumers ask AI instead of search engines when looking for something. When you hear queries like 'Tell me recommended XXX' or 'Compare XXX,' the question is whether your product or service shows up as a candidate. This is the new axis of competition in the AI era.
However, until now, there has been no way to know how AI perceives your brand. The AI Perception Board provides the answer to this question for the first time.
1. A scorecard that quantifies whether AI 'chooses' or 'ignores' you.
The AI Perception Board automatically sends analysis prompts to the four major AI models simultaneously, simply by entering basic information about the brand being analyzed.
<5 Types of Diagnostic Queries>
- Discovery Query: Does the AI list it as a noteworthy option in that field?
- Comparison Query: Does it appear when compared to similar candidates?
- Recommendation Query: Is it included in the candidates the AI recommends with confidence?
- Deep-dive Query: Does the AI have an accurate grasp of detailed information?
- Source Query: On what information sources does the AI base its judgment?
These responses are cross-analyzed using a proprietary algorithm to calculate four scores.
- Selection Rate: Probability that the AI 'chooses' you as a candidate.
- Exclusion Rate: Probability that the AI explicitly 'excludes' you.
- Ghost Rate: Probability that the AI 'does not even mention' you.
- Selectability Score: An integrated indicator showing overall cognitive power in the AI era.
You can confirm for the first time, with numbers, the fact that 'AI might not know you.'
2. ChatGPT, Claude, Gemini, and Grok ── Cross-platform diagnosis of the four major AIs.
How one is perceived differs by AI platform. It is not uncommon for a brand to be recommended by ChatGPT but be completely unknown to Gemini.
The AI Perception Board generates an individual diagnostic card for each of the four AI platforms. It visualizes awareness and selection rates for each platform, allowing you to understand at a glance how you are seen from the AI's perspective.
Furthermore, it detects 'blind spots' in information the AI does not grasp. By cross-comparing responses from the four AIs and conducting AI meta-analysis that also verifies facts via web searches, it identifies cognitive gaps with high precision.
3. Automatic generation of improvement strategies and roadmaps based on a trust hierarchy.
Diagnosis alone is meaningless. The AI Perception Board also has the AI itself generate improvement strategies based on the diagnostic results.
There is a hierarchy to the degree to which AI trusts information. Academic papers and information from public institutions are the most trusted, while social media posts vary depending on the content. Based on this 'Trust Hierarchy,' it proposes concrete action plans for each of the five tiers.
<5 Tiers of Trust Hierarchy>
- Tier 1 ── Academic/Research: Papers, conference presentations, patents, etc.
- Tier 2 ── Public/Authoritative: Government agencies, industry associations, certifications, etc.
- Tier 3 ── Media/Reporting: News articles, professional media, etc.
- Tier 4 ── Official/Company-owned: Official websites, press releases, etc.
- Tier 5 ── Social/Word-of-mouth: Social media, reviews, blogs, etc.
Furthermore, actions for each tier are automatically sorted into a three-phase roadmap based on urgency, making it clear 'what to start with now.' KPI target values are also set so you can track the progress of improvements.
4. Compare alongside competitor brands with one click.
'Even if I see my own numbers, I don't know if they are good or bad.' The AI Perception Board addresses this challenge as well.
Simply click the '+ Create New' button on the dashboard to add a competitor brand, and the same diagnosis is executed immediately. Your brand and the competitor's cards can be lined up side-by-side, and you can compare them while switching displays with one click.
For example, even if your selection rate is 60%, if competitor A is at 90% and B is at 85%, you know your position in the industry is challenging. Conversely, finding which AI platform a competitor is weak on represents an opportunity for your company.
Since all analyzed themes can be saved as cards, it is perfect for periodic monitoring. By continuously tracking the difference with competitors on a monthly basis, you can quantitatively demonstrate the effectiveness of improvements in AI awareness.
5. Easy to use. Intuitive operation unique to CardCommand.
Usage is extremely simple. Open the dashboard, enter the name and field of the subject you want to analyze, and press the execute button. The four AIs then spring into action simultaneously, completing everything from diagnosis to strategy formulation fully automatically.
Themes to analyze can be anything: corporate or product brands, personal names, titles of works, character names, or song titles. Even actions or methods that are not proper nouns, like in the image above, are perfectly fine.
Analysis results can be saved as CardCommand cards and recalled for confirmation at any time. If you execute diagnoses periodically, it is also possible to track changes in AI awareness.
👉🏻Recommended for:
- Executives and marketers who are anxious about whether their company's products or services are correctly recognized by AI.
- Companies that want to engage in Comprehensive Optimization for the AI era (AEO: AI Engine Optimization).
- Those who want to understand their company's position on AI compared to competitors.
- Those who want to provide AI awareness diagnostic reports to clients as a consultant.
About 'CardCommand'
'CardCommand' is designed not to be 'over-specialized' in specific tasks, allowing cards to be flexibly rearranged according to the patterns of your work. It is a tool with an entirely new concept that allows you to always use it at the forefront of the rapidly evolving AI era. (Patented. Additional patents pending.)
[CardCommand Operating Environment]
OS: macOS only (Windows version in preparation)
Device: Models equipped with Apple Silicon
Memory: 16GB or more recommended
Preparation: API keys for each LLM are required
[CardCommand Introduction Cost]
Individual consultation. We offer reasonable pricing unique to a startup. Please feel free to contact us via email.
About ProAI Co., Ltd.
Company Overview
Company Name: ProAI Co., Ltd.
Location: Meguro-ku, Tokyo
Representative: Shoichi Furuta, Representative Director and CEO
Official Website: https://proai.co.jp
Corporate Philosophy
Generative AI needs more HI (Human Intelligence).
For AI and HI to achieve the strongest collaboration,
there are things that cannot be achieved just by AI evolving.
ProAI is a company that pursues human potential in a new era for an AI world where humans can be happy.
Business Content
- Development and operation of generative AI tools that realize the corporate philosophy
- Creativity consulting utilizing generative AI
Contact
Email address: info@proai.co.jp
Inquiry Form: https://proai.co.jp/contact/
CardCommand Introduction Page: https://proai.co.jp/cardcommand/
1. 'AI Awareness Diagnosis' that quantifies whether AI 'chooses' or 'ignores' you.
2. Cross-analysis using the four major AIs (ChatGPT, Claude, Gemini, and Grok).
3. Automatic generation of improvement strategies and roadmaps by the AI itself, based on a trust hierarchy.
CardCommand Introduction Page: https://proai.co.jp/cardcommand/
What is AI Perception? ── Are you recognized by AI?
An era is rapidly arriving where consumers ask AI instead of search engines when looking for something. When you hear queries like 'Tell me recommended XXX' or 'Compare XXX,' the question is whether your product or service shows up as a candidate. This is the new axis of competition in the AI era.
However, until now, there has been no way to know how AI perceives your brand. The AI Perception Board provides the answer to this question for the first time.
1. A scorecard that quantifies whether AI 'chooses' or 'ignores' you.
The AI Perception Board automatically sends analysis prompts to the four major AI models simultaneously, simply by entering basic information about the brand being analyzed.
<5 Types of Diagnostic Queries>
- Discovery Query: Does the AI list it as a noteworthy option in that field?
- Comparison Query: Does it appear when compared to similar candidates?
- Recommendation Query: Is it included in the candidates the AI recommends with confidence?
- Deep-dive Query: Does the AI have an accurate grasp of detailed information?
- Source Query: On what information sources does the AI base its judgment?
These responses are cross-analyzed using a proprietary algorithm to calculate four scores.
- Selection Rate: Probability that the AI 'chooses' you as a candidate.
- Exclusion Rate: Probability that the AI explicitly 'excludes' you.
- Ghost Rate: Probability that the AI 'does not even mention' you.
- Selectability Score: An integrated indicator showing overall cognitive power in the AI era.
You can confirm for the first time, with numbers, the fact that 'AI might not know you.'
2. ChatGPT, Claude, Gemini, and Grok ── Cross-platform diagnosis of the four major AIs.
How one is perceived differs by AI platform. It is not uncommon for a brand to be recommended by ChatGPT but be completely unknown to Gemini.
The AI Perception Board generates an individual diagnostic card for each of the four AI platforms. It visualizes awareness and selection rates for each platform, allowing you to understand at a glance how you are seen from the AI's perspective.
Furthermore, it detects 'blind spots' in information the AI does not grasp. By cross-comparing responses from the four AIs and conducting AI meta-analysis that also verifies facts via web searches, it identifies cognitive gaps with high precision.
3. Automatic generation of improvement strategies and roadmaps based on a trust hierarchy.
Diagnosis alone is meaningless. The AI Perception Board also has the AI itself generate improvement strategies based on the diagnostic results.
There is a hierarchy to the degree to which AI trusts information. Academic papers and information from public institutions are the most trusted, while social media posts vary depending on the content. Based on this 'Trust Hierarchy,' it proposes concrete action plans for each of the five tiers.
<5 Tiers of Trust Hierarchy>
- Tier 1 ── Academic/Research: Papers, conference presentations, patents, etc.
- Tier 2 ── Public/Authoritative: Government agencies, industry associations, certifications, etc.
- Tier 3 ── Media/Reporting: News articles, professional media, etc.
- Tier 4 ── Official/Company-owned: Official websites, press releases, etc.
- Tier 5 ── Social/Word-of-mouth: Social media, reviews, blogs, etc.
Furthermore, actions for each tier are automatically sorted into a three-phase roadmap based on urgency, making it clear 'what to start with now.' KPI target values are also set so you can track the progress of improvements.
4. Compare alongside competitor brands with one click.
'Even if I see my own numbers, I don't know if they are good or bad.' The AI Perception Board addresses this challenge as well.
Simply click the '+ Create New' button on the dashboard to add a competitor brand, and the same diagnosis is executed immediately. Your brand and the competitor's cards can be lined up side-by-side, and you can compare them while switching displays with one click.
For example, even if your selection rate is 60%, if competitor A is at 90% and B is at 85%, you know your position in the industry is challenging. Conversely, finding which AI platform a competitor is weak on represents an opportunity for your company.
Since all analyzed themes can be saved as cards, it is perfect for periodic monitoring. By continuously tracking the difference with competitors on a monthly basis, you can quantitatively demonstrate the effectiveness of improvements in AI awareness.
5. Easy to use. Intuitive operation unique to CardCommand.
Usage is extremely simple. Open the dashboard, enter the name and field of the subject you want to analyze, and press the execute button. The four AIs then spring into action simultaneously, completing everything from diagnosis to strategy formulation fully automatically.
Themes to analyze can be anything: corporate or product brands, personal names, titles of works, character names, or song titles. Even actions or methods that are not proper nouns, like in the image above, are perfectly fine.
Analysis results can be saved as CardCommand cards and recalled for confirmation at any time. If you execute diagnoses periodically, it is also possible to track changes in AI awareness.
👉🏻Recommended for:
- Executives and marketers who are anxious about whether their company's products or services are correctly recognized by AI.
- Companies that want to engage in Comprehensive Optimization for the AI era (AEO: AI Engine Optimization).
- Those who want to understand their company's position on AI compared to competitors.
- Those who want to provide AI awareness diagnostic reports to clients as a consultant.
About 'CardCommand'
'CardCommand' is designed not to be 'over-specialized' in specific tasks, allowing cards to be flexibly rearranged according to the patterns of your work. It is a tool with an entirely new concept that allows you to always use it at the forefront of the rapidly evolving AI era. (Patented. Additional patents pending.)
[CardCommand Operating Environment]
OS: macOS only (Windows version in preparation)
Device: Models equipped with Apple Silicon
Memory: 16GB or more recommended
Preparation: API keys for each LLM are required
[CardCommand Introduction Cost]
Individual consultation. We offer reasonable pricing unique to a startup. Please feel free to contact us via email.
About ProAI Co., Ltd.
Company Overview
Company Name: ProAI Co., Ltd.
Location: Meguro-ku, Tokyo
Representative: Shoichi Furuta, Representative Director and CEO
Official Website: https://proai.co.jp
Corporate Philosophy
Generative AI needs more HI (Human Intelligence).
For AI and HI to achieve the strongest collaboration,
there are things that cannot be achieved just by AI evolving.
ProAI is a company that pursues human potential in a new era for an AI world where humans can be happy.
Business Content
- Development and operation of generative AI tools that realize the corporate philosophy
- Creativity consulting utilizing generative AI
Contact
Email address: info@proai.co.jp
Inquiry Form: https://proai.co.jp/contact/
CardCommand Introduction Page: https://proai.co.jp/cardcommand/