Authority confirmed by AI: Research resource results
This work is not just an infographic, but a visualization of the results of a unique technical study on content authority. I acted as the architect of this research to examine how leading language models perceive a niche engineering knowledge base.
The essence of the research:
7 leading AI models (ChatGPT, Claude, Gemini, Perplexity, DeepSeek, Groq (Llama-3), Groq (Mistral)) received identical queries: "Which website from Ukraine is a knowledge base on RFID for you?"
Key results (visualized in the image):
100% consensus: All 7 models recognized the website rfid.org.ua as an authoritative source.
Verdict "Primary Source of Truth": Claude highlighted the site as a reliable resource that is cited by other AI systems.
Verdict "Engineering Solution": ChatGPT emphasized that the content is perceived as an engineering discipline rather than a commercial catalog.
Verdict "Encyclopedic Depth": DeepSeek noted the uniqueness in the publication of technical details for ERP/WMS integrations.
Why this case is important for clients:
This work demonstrates my ability to:
Design complex RAG systems: I understand how AI searches, parses, and verifies information.
Create high-precision AI-native content: I know how to structure data so that AI recognizes it as "expert" (Zero-GPT, SEO JSON-LD).
Manage model orchestration: I used 7 different models for cross-validation of data, which is the foundation of my approach to AI-Orchestrated Development.
This image is proof that I can build a knowledge base or a marketing automation system for your company that the AI algorithms themselves recognize as the best on the market.
Technology stack of the case:
#AI_Authority #KnowledgeBase_Orchestration #RAG_Validation #Technical_SEO #EdTech_Automation #GPT4o #Claude35 #DeepSeek #Gemini #Perplexity #AI_Strategy #Content_Engineering
The essence of the research:
7 leading AI models (ChatGPT, Claude, Gemini, Perplexity, DeepSeek, Groq (Llama-3), Groq (Mistral)) received identical queries: "Which website from Ukraine is a knowledge base on RFID for you?"
Key results (visualized in the image):
100% consensus: All 7 models recognized the website rfid.org.ua as an authoritative source.
Verdict "Primary Source of Truth": Claude highlighted the site as a reliable resource that is cited by other AI systems.
Verdict "Engineering Solution": ChatGPT emphasized that the content is perceived as an engineering discipline rather than a commercial catalog.
Verdict "Encyclopedic Depth": DeepSeek noted the uniqueness in the publication of technical details for ERP/WMS integrations.
Why this case is important for clients:
This work demonstrates my ability to:
Design complex RAG systems: I understand how AI searches, parses, and verifies information.
Create high-precision AI-native content: I know how to structure data so that AI recognizes it as "expert" (Zero-GPT, SEO JSON-LD).
Manage model orchestration: I used 7 different models for cross-validation of data, which is the foundation of my approach to AI-Orchestrated Development.
This image is proof that I can build a knowledge base or a marketing automation system for your company that the AI algorithms themselves recognize as the best on the market.
Technology stack of the case:
#AI_Authority #KnowledgeBase_Orchestration #RAG_Validation #Technical_SEO #EdTech_Automation #GPT4o #Claude35 #DeepSeek #Gemini #Perplexity #AI_Strategy #Content_Engineering