The Identity Problem
AI systems struggle with entity disambiguation when brand mentions lack consistent identity signals.
Without proper schema markup and consistent references, your brand citations may be weakly connected or confused with similar entities.
Common Issues
- • Inconsistent brand name variations
- • Missing schema.org markup
- • Weak entity-topic connections
- • Ambiguous industry categorization
- • Scattered identity signals
Our Approach
We create clear, consistent entity signals that help AI systems understand and connect your brand correctly.
Schema Implementation
Structured data markup to help AI systems understand your brand context.
Identity Consistency
Uniform brand references across all mentions and citations.
Knowledge Graph
Strengthen connections between your brand and relevant topics.
Ambiguity Reduction
Clear entity disambiguation to prevent confusion with similar brands.