Is the Free Scan really free?

Yes. No credit card, no account, no strings. Run as many free scans as you need.

What's in the PDF audit?

A professional, fully-designed report covering all diagnostic dimensions with actionable recommendations for improving how AI systems interpret your business.

Is this a subscription?

No. All paid audits are one-time purchases. You pay once, you own the report.

How quickly do I receive my audit?

Instantly. Your audit is generated and delivered the moment your payment is complete.

What is an AI Interpretation Audit?

An AI Interpretation Audit analyzes how AI systems like ChatGPT, Claude, Gemini, and Perplexity interpret, describe, and cite your business across 8 diagnostic dimensions including Entity Clarity, Citation Probability, Machine Trust, and Semantic Intent.

Industry Benchmarks | LLM Interpretation Diagnostics™

Industry Benchmarks on LLM Interpretation Diagnostics™. A premium AI-powered diagnostic engine that analyzes how machine intelligence an.

Pages

AI Interpretation Diagnostics — AIInterpretation Diagnostics on SemanticIQ AI™. A premium AI-powered diagnostic engine that analyzes how machine intelligence an.
AI Reputation Drift — AIReputation Drift on SemanticIQ AI™. A premium AI-powered diagnostic engine that analyzes how machine intelligence an.
AI Visibility Benchmark — AIVisibility Benchmark on SemanticIQ AI™. A premium AI-powered diagnostic engine that analyzes how machine intelligence an.
About — About on SemanticIQ AI™. A premium AI-powered diagnostic engine that analyzes how machine intelligence an.
Audit Dashboard — Audit Dashboard on SemanticIQ AI™. A premium AI-powered diagnostic engine that analyzes how machine intelligence an.
Audit Detail — Audit Detail on SemanticIQ AI™. A premium AI-powered diagnostic engine that analyzes how machine intelligence an.
Checkout Cancel — Checkout Cancel on SemanticIQ AI™. A premium AI-powered diagnostic engine that analyzes how machine intelligence an.
Checkout Success — Checkout Success on SemanticIQ AI™. A premium AI-powered diagnostic engine that analyzes how machine intelligence an.
Contact — Contact on SemanticIQ AI™. A premium AI-powered diagnostic engine that analyzes how machine intelligence an.
Cross Model Brand Alignment — Cross Model Brand Alignment on SemanticIQ AI™. A premium AI-powered diagnostic engine that analyzes how machine intelligence an.
Examples — Examples on SemanticIQ AI™. A premium AI-powered diagnostic engine that analyzes how machine intelligence an.
Features — Features on SemanticIQ AI™. A premium AI-powered diagnostic engine that analyzes how machine intelligence an.
Home
How It Works — How It Works on SemanticIQ AI™. A premium AI-powered diagnostic engine that analyzes how machine intelligence an.
My Audits — My Audits on SemanticIQ AI™. A premium AI-powered diagnostic engine that analyzes how machine intelligence an.
Narrative Consistency — Narrative Consistency on SemanticIQ AI™. A premium AI-powered diagnostic engine that analyzes how machine intelligence an.
Pricing — Pricing on SemanticIQ AI™. A premium AI-powered diagnostic engine that analyzes how machine intelligence an.
Privacy — Privacy on SemanticIQ AI™. A premium AI-powered diagnostic engine that analyzes how machine intelligence an.
Report Page — Report Page on SemanticIQ AI™. A premium AI-powered diagnostic engine that analyzes how machine intelligence an.
Shared Report Page — Shared Report Page on SemanticIQ AI™. A premium AI-powered diagnostic engine that analyzes how machine intelligence an.
Terms — Terms on SemanticIQ AI™. A premium AI-powered diagnostic engine that analyzes how machine intelligence an.
Test Audit Generator — Test Audit Generator on SemanticIQ AI™. A premium AI-powered diagnostic engine that analyzes how machine intelligence an.
Admin / Leads Dashboard — admin/Leads Dashboard on SemanticIQ AI™. A premium AI-powered diagnostic engine that analyzes how machine intelligence an.
Examples / Adobe — examples/Adobe on SemanticIQ AI™. A premium AI-powered diagnostic engine that analyzes how machine intelligence an.
Examples / Amazon — examples/Amazon on SemanticIQ AI™. A premium AI-powered diagnostic engine that analyzes how machine intelligence an.
Examples / Anthropic — examples/Anthropic on SemanticIQ AI™. A premium AI-powered diagnostic engine that analyzes how machine intelligence an.
Examples / Apple — examples/Apple on SemanticIQ AI™. A premium AI-powered diagnostic engine that analyzes how machine intelligence an.
Examples / Canva — examples/Canva on SemanticIQ AI™. A premium AI-powered diagnostic engine that analyzes how machine intelligence an.
Examples / Coca Cola — examples/Coca Cola on SemanticIQ AI™. A premium AI-powered diagnostic engine that analyzes how machine intelligence an.
Examples / Hub Spot — examples/Hub Spot on SemanticIQ AI™. A premium AI-powered diagnostic engine that analyzes how machine intelligence an.
Examples / Microsoft — examples/Microsoft on SemanticIQ AI™. A premium AI-powered diagnostic engine that analyzes how machine intelligence an.
Examples / Netflix — examples/Netflix on SemanticIQ AI™. A premium AI-powered diagnostic engine that analyzes how machine intelligence an.
Examples / Notion — examples/Notion on SemanticIQ AI™. A premium AI-powered diagnostic engine that analyzes how machine intelligence an.
Examples / Nvidia — examples/Nvidia on SemanticIQ AI™. A premium AI-powered diagnostic engine that analyzes how machine intelligence an.
Examples / Open AI — examples/Open AI on SemanticIQ AI™. A premium AI-powered diagnostic engine that analyzes how machine intelligence an.
Examples / Perplexity — examples/Perplexity on SemanticIQ AI™. A premium AI-powered diagnostic engine that analyzes how machine intelligence an.
Examples / Salesforce — examples/Salesforce on SemanticIQ AI™. A premium AI-powered diagnostic engine that analyzes how machine intelligence an.
Examples / Shopify — examples/Shopify on SemanticIQ AI™. A premium AI-powered diagnostic engine that analyzes how machine intelligence an.
Learn / AISEO Checklist — learn/AISEOChecklist on SemanticIQ AI™. A premium AI-powered diagnostic engine that analyzes how machine intelligence an.
Learn / AI Search Comparison — learn/AISearch Comparison on SemanticIQ AI™. A premium AI-powered diagnostic engine that analyzes how machine intelligence an.
Learn / Chat GPT Business Visibility — learn/Chat GPTBusiness Visibility on SemanticIQ AI™. A premium AI-powered diagnostic engine that analyzes how machine intelligence an.
Learn / Citation Readiness — learn/Citation Readiness on SemanticIQ AI™. A premium AI-powered diagnostic engine that analyzes how machine intelligence an.
Learn / Entity Authority — learn/Entity Authority on SemanticIQ AI™. A premium AI-powered diagnostic engine that analyzes how machine intelligence an.
Learn / GEO — learn/GEO on SemanticIQ AI™. A premium AI-powered diagnostic engine that analyzes how machine intelligence an.
Learn / How Chat GPT Understands Brands — learn/How Chat GPTUnderstands Brands on SemanticIQ AI™. A premium AI-powered diagnostic engine that analyzes how machine intelligence an.
Learn / How Claude Understands Brands — learn/How Claude Understands Brands on SemanticIQ AI™. A premium AI-powered diagnostic engine that analyzes how machine intelligence an.
Learn / How Gemini Understands Brands — learn/How Gemini Understands Brands on SemanticIQ AI™. A premium AI-powered diagnostic engine that analyzes how machine intelligence an.
Learn / How Perplexity Understands Brands — learn/How Perplexity Understands Brands on SemanticIQ AI™. A premium AI-powered diagnostic engine that analyzes how machine intelligence an.
Learn / Knowledge Graph Optimization — learn/Knowledge Graph Optimization on SemanticIQ AI™. A premium AI-powered diagnostic engine that analyzes how machine intelligence an.
Learn / Learn Hub — learn/Learn Hub on SemanticIQ AI™. A premium AI-powered diagnostic engine that analyzes how machine intelligence an.
Learn / What Is Entity SEO — learn/What Is Entity SEO on SemanticIQ AI™. A premium AI-powered diagnostic engine that analyzes how machine intelligence an.
Learn / What Is Interpretation Drift — learn/What Is Interpretation Drift on SemanticIQ AI™. A premium AI-powered diagnostic engine that analyzes how machine intelligence an.
Learn / What Is AI Visibility — learn/What Is AIVisibility on SemanticIQ AI™. A premium AI-powered diagnostic engine that analyzes how machine intelligence an.
Research / AI Citation Ranking Factors — research/AICitation Ranking Factors on SemanticIQ AI™. A premium AI-powered diagnostic engine that analyzes how machine intelligence an.
Research / AI Search Trends2026 — research/AISearch Trends2026 on SemanticIQ AI™. A premium AI-powered diagnostic engine that analyzes how machine intelligence an.
Research / Chat GPT Citation Study — research/Chat GPTCitation Study on SemanticIQ AI™. A premium AI-powered diagnostic engine that analyzes how machine intelligence an.
Research / Claude Brand Recognition Study — research/Claude Brand Recognition Study on SemanticIQ AI™. A premium AI-powered diagnostic engine that analyzes how machine intelligence an.
Research / Gemini Entity Ranking Factors — research/Gemini Entity Ranking Factors on SemanticIQ AI™. A premium AI-powered diagnostic engine that analyzes how machine intelligence an.
Research / Industry Benchmarks — research/Industry Benchmarks on SemanticIQ AI™. A premium AI-powered diagnostic engine that analyzes how machine intelligence an.
Research / LLM Visibility Benchmarks — research/LLMVisibility Benchmarks on SemanticIQ AI™. A premium AI-powered diagnostic engine that analyzes how machine intelligence an.
Research / Research Index — research/Research Index on SemanticIQ AI™. A premium AI-powered diagnostic engine that analyzes how machine intelligence an.
Research / State Of GEO2026 — research/State Of GEO2026 on SemanticIQ AI™. A premium AI-powered diagnostic engine that analyzes how machine intelligence an.