Cohere: Fix Your Structured Data for AI Visibility
Structured Data Not Being Read by AI on Cohere? Here's the step-by-step fix — the causes, the exact solution, and how to prevent it long-term.
Cohere Context
Position your brand for visibility in Cohere-powered enterprise AI applications and search systems.
Focus on enterprise-relevant content and solutions
Create comprehensive documentation and resources
Implement structured data for clear content understanding
Why This Problem Matters
You've implemented structured data but AI systems still don't understand your content properly. Here's how to fix it.
JSON-LD is on pages but AI doesn't use the information
Rich results work in Google but AI ignores the data
Product details in schema aren't reflected in AI responses
Why This Happens in Cohere
Cohere uses Cohere-AI to discover and index content. Schema markup has validation errors. To fix this, you need to ensure Cohere's crawler can access your content and that your pages are structured in a way Cohere can understand.
Signs You Have This Problem in Cohere
JSON-LD is on pages but Cohere doesn't use the information
Rich results work in Google but Cohere ignores the data
Product details in schema aren't reflected in Cohere responses
Organization info in schema isn't picked up by Cohere
How to Fix This in Cohere
Follow these Cohere-specific solutions:
Validate schema with Google's Rich Results Test
Ensure schema data matches visible page content
Use complete schema with all recommended properties
Place JSON-LD correctly in page structure
Implement @graph structure for multiple schemas
Add sameAs properties linking your brand presence
Cohere Technical Details
Crawler Name
Cohere-AI
User Agent
cohere-ai
Required robots.txt configuration:
User-agent: cohere-ai
Allow: /Prevent This Problem in Cohere
Validate schema after every page update
Use automated testing in your deployment pipeline
Keep schema synchronized with content changes
Follow schema.org guidelines strictly
Helpful Resources
How-To Guides
Checklists
Frequently Asked Questions
Why does structured data not being read by ai happen in Cohere?
Cohere uses Cohere-AI to discover and index content. Schema markup has validation errors. To fix this, you need to ensure Cohere's crawler can access your content and that your pages are structured in a way Cohere can understand.
What is the first fix to prioritize in Cohere?
Validate schema with Google's Rich Results Test