Category Classification Accuracy measures how precisely AI systems categorize your business into the correct industry, niche, and service categories. When AI platforms like ChatGPT, Perplexity, and Google AI misclassify your business, they recommend you for the wrong queries, send mismatched traffic, or exclude you from relevant recommendations entirely.
How accurately does AI categorize your business?
AI consistently categorizes you correctly across all platforms
Minor classification inconsistencies across some platforms
Significant category confusion impacting recommendations
AI systems are categorizing your business incorrectly
Your score measures consistency and precision across how AI platforms classify your business category, industry, and service offerings.
Score = (Primary Category Match × 40%) + (Sub-Category Accuracy × 30%) + (Platform Consistency × 20%) + (Attribute Alignment × 10%)
Does AI identify your core industry correctly?
Precision in niche and specialty classification
Agreement across ChatGPT, Perplexity, Claude, Google AI
Secondary attributes match your actual offerings
Correct classification ensures AI recommends you for queries that match your actual services.
Accurate categorization attracts qualified leads, not mismatched visitors.
Being in the right category positions you against the right competitors.
Misclass ification means lost opportunities and lower conversion rates.
Include clear category declarations on your homepage and About page:
@type
Add structured data that explicitly defines your business category:
LocalBusiness
additionalType
knowsAbout
makesOffer
Publish content that reinforces your category positioning:
Strengthen external signals that confirm your category:
Run your free AI audit to see exactly how AI platforms are categorizing your business
No credit card required • 60 second audit • Complete metric breakdown