Cohere: Fix Incorrect Pricing and Features in AI Responses
AI Gives Wrong Pricing or Features on Cohere? Here's why it happens, the fix, and how to prevent it.
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
Cohere are telling potential customers wrong pricing, plans, or features about your product. Here's how to correct this costly problem.
Why This Happens in Cohere
Cohere states prices and features from the pages it finds in the documents and search sources each deploying company connects. Old pricing pages, comparison sites and inconsistent structured data all compete with your current page.
Signs You Have This Problem in Cohere
Cohere quotes a price or plan you no longer offer
Cohere quotes old or incorrect pricing for your products
Feature lists in Cohere responses don't match current offerings
Users come to you with wrong expectations from AI
Cohere mentions plans or tiers that no longer exist
How to Fix This in Cohere
Follow these Cohere-specific solutions:
Keep one canonical pricing page and redirect old ones to it
Update Offer and price structured data the same day prices change
Display pricing in plain HTML text, not images or widgets
Implement Offer schema with accurate pricing data
Add clear 'last updated' dates to pricing pages
Create a canonical pricing page with all current plans
Update or request updates from third-party sites
Cohere Technical Details
Cohere states it does not use its own bots or user agents to crawl the web. Its models answer from documents the deploying company supplies (RAG), so visibility depends on being in the sources those companies connect.
Source: docs.cohere.com
Prevent This Problem in Cohere
Update pricing schema immediately when prices change
Monitor AI responses for pricing accuracy monthly
Remove or redirect old pricing pages
Maintain pricing consistency across all channels
Helpful Resources
How-To Guides
Checklists
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Get Your AI Visibility AuditFrequently Asked Questions
Why is this happening in Cohere?
Cohere states prices and features from the pages it finds in the documents and search sources each deploying company connects. Old pricing pages, comparison sites and inconsistent structured data all compete with your current page.
What is the first fix to prioritize in Cohere?
Keep one canonical pricing page and redirect old ones to it