How Do AI Systems
Interpret Your Business?
Analyze how ChatGPT, Claude, Gemini, Perplexity, and AI search systems understand, describe, and interpret your company.
AI Interpretation Analyses
AI Models Compared
Diagnostic Signals
Industry Categories
Example Reports · SemanticIQ Framework™
See Real AI Interpretation Reports
Explore how leading brands are interpreted across ChatGPT, Claude, Gemini, and Perplexity — before running your own scan.
OpenAI
Adobe
Netflix
HubSpot
Shopify
Salesforce
Coca-Cola
Perplexity
Across SaaS, Enterprise, Consumer Brands, Technology, Ecommerce.
Why SemanticIQ AI™
Why Organizations Use SemanticIQ AI™
AI Visibility
Understand how ChatGPT, Claude, Gemini, and Perplexity describe your company.
Narrative Drift Detection
Identify inconsistencies in how AI systems categorize and explain your brand.
Machine Trust Signals
Measure the authority, clarity, and citation readiness of your digital presence.
Built For Every Team
Who Uses SemanticIQ AI™
Organizations of every size use SemanticIQ AI™ to understand how AI systems interpret, categorize, summarize, and recommend their brands.
Marketing Teams
Ensure AI systems accurately describe your products, services, and positioning.
SaaS Companies
Improve AI discoverability, category ownership, and recommendation visibility.
Agencies
Audit client AI visibility and identify narrative drift across major AI models.
Ecommerce Brands
Increase citation probability and improve AI-driven product discovery.
Consultants & Coaches
Understand how AI interprets your expertise, authority, and professional positioning.
SemanticIQ AI™ · Established Platform
Trusted AI Intelligence Framework™
Not new. Not experimental. Not a project.
Organizations trust SemanticIQ AI™ to understand exactly how ChatGPT, Claude, Gemini, and Perplexity interpret, summarize, and cite their brand — before it costs them customers.
Analyzing organizations across SaaS, Enterprise, Consumer Brands, Ecommerce, and Technology.
Professional AI Audits
One-Time Audits. No Subscription.
Start with a free scan. Upgrade to a professional audit when you need the full intelligence picture.
| Feature | Free | Interpretation $49 | Visibility $99 |
|---|---|---|---|
| AI Readiness Score™ | |||
| Entity Clarity Analysis | |||
| Semantic Intelligence Map™ | |||
| AI Interpretation Review | |||
| Citation Probability™ | |||
| Executive PDF Report | |||
| Action Recommendations | |||
| Competitive Benchmark | |||
| GEO Readiness Analysis |
Free Scan
AI Interpretation Audit™
AI Visibility Audit™
Proprietary Methodology
8 Dimensions of AI Readability
The world's first structured AI comprehension framework for measuring how machine intelligence interprets organizations.
Entity Clarity
Can AI confidently identify your company, product, industry, audience, and purpose?
Semantic Intent
Can AI accurately infer what your business actually does from available signals?
Conversational Alignment
Would your brand appear naturally in conversational AI answers and queries?
Citation Probability
How likely are AI systems to naturally reference and cite your company?
AI Summary Confidence
Can LLMs summarize your business clearly, accurately, and consistently?
Structured Intelligence
Machine-readable structure quality — schema, metadata, semantic hierarchy.
Interpretation Drift
Does AI inconsistently categorize or misrepresent your business identity?
Machine Trust Signals
Authority, clarity, and consistency signals that build AI confidence in your brand.