Built for the
AI-Mediated World
SemanticIQ AI™ helps organizations understand how machine intelligence interprets their brand, products, services, and digital presence — so they can shape that understanding intentionally.
Our Mission
To give every organization — from startups to global enterprises — complete visibility into how AI systems interpret their brand, and the intelligence to close the gap between intended and actual AI perception.
Our Founder
Technology Professional · Enterprise Systems · Cybersecurity · AI Strategy
Founded by David Wilhelm, a technology professional with decades of experience in enterprise systems, cybersecurity, infrastructure, and AI-driven digital strategy. David identified the growing gap between how organizations present themselves and how AI systems interpret them — and built SemanticIQ AI™ to give businesses the diagnostic intelligence to close it.
The Problem We Solve
AI systems have become the primary discovery interface for hundreds of millions of people — yet brands have no visibility into how these systems describe them.
ChatGPT, Claude, Gemini, and Perplexity each interpret brands differently. Without a diagnostic tool, organizations can't know whether AI systems are accurately representing their products, positioning, or value proposition.
The consequences are real: AI systems recommend competitors, describe outdated products, misclassify industries, and create narrative drift that no marketing team can see — let alone correct.
SemanticIQ AI™ was built to solve exactly this problem: delivering the first systematic, multi-model AI comprehension diagnostic available to any organization.
Our Platform Capabilities
AI Interpretation Diagnostics™
Our flagship methodology measures how AI language models — including ChatGPT, Claude, Gemini, and Perplexity — interpret, describe, and classify your business across eight semantic dimensions: Entity Clarity, Semantic Intent, Conversational Alignment, Citation Probability, AI Summary Confidence, Structured Intelligence, Interpretation Drift, and Machine Trust.
Generative Engine Optimization (GEO)
As AI-powered search engines replace traditional search results, Generative Engine Optimization (GEO) has become a critical discipline. SemanticIQ AI helps organizations understand and improve their GEO posture — ensuring that when ChatGPT, Claude, Gemini, or Perplexity answers questions about their industry, their brand is accurately represented and cited.
AI Search Visibility
AI search visibility refers to how prominently and accurately a brand appears in AI-generated responses. Unlike traditional SEO, which optimizes for keyword rankings, AI search visibility focuses on semantic clarity, entity authority, and machine trust — the factors that determine whether AI systems include your brand in their answers.
What We Stand For
Radical Transparency
We show brands exactly how AI systems perceive them — no spin, no flattery, just the unfiltered truth of machine interpretation.
Precision Intelligence
Every diagnostic output is grounded in actual AI model behavior — not proxies, simulations, or educated guesses.
Category Creation
We didn't adapt an existing tool to a new problem. We built the first platform specifically engineered for the AI interpretation era.
Our Story
Problem identified: AI systems consistently misrepresent brands across all major models, with no diagnostic tools available.
Research phase: Systematic analysis of how ChatGPT, Claude, Gemini, and Perplexity interpret brands across industries.
SemanticIQ AI™ founded: Building the first diagnostic framework for AI comprehension intelligence.
Platform launch: AI Interpretation Diagnostics™ made publicly available — free, instant, no account required.
Enterprise platform: Continuous monitoring, historical tracking, and team collaboration for AI brand intelligence.
Our Vision
A future where every organization has complete, real-time visibility into their AI semantic footprint — and the tools to shape it proactively. Where AI comprehension intelligence is as fundamental to brand strategy as traditional SEO is today.
Company Information
- Company:
- SemanticIQ AI
- Founder:
- David Wilhelm
- Platform:
- AI Interpretation Diagnostics™
- Website:
- semanticiqai.io
- Email:
- support@semanticiqai.io