Why This Matters for Marketing Teams
For marketing teams, aI assistants give vague or incorrect descriptions of your product. Your complex offering isn't being communicated properly. This directly impacts your ability to be discovered by potential customers who increasingly use AI for research and recommendations.
Warning Signs
You might be experiencing this problem if you notice:
AI gives vague descriptions of what you do
Key features and benefits aren't mentioned by AI
AI miscategorizes your offering
Your differentiation is lost in AI summaries
How to Fix It
Here's your action plan to solve this problem:
Write explicit product definitions: 'X is a [category] that [does what]'
Create a glossary defining all product-specific terms
Add Product or SoftwareApplication schema markup
Include clear use cases and examples
Write content for someone with zero context about your space
Add an FAQ addressing 'What is [product]?' and 'What does [product] do?'
Preventing This Problem
Test AI understanding by asking 'What is [your product]?'
Get feedback from people outside your industry
Avoid assuming knowledge in your content
Update definitions when you add new features
Helpful Resources
Marketing Teams Guide
Full guide for marketing teams
How to Get Cited by ChatGPT
Step-by-step guide to getting your content and brand mentioned when users ask ChatGPT for recommendations in your category.
How to Check if AI Knows Your Brand
A systematic method to test whether ChatGPT, Claude, Perplexity, and other AI systems know about and accurately describe your brand.
How to Write Content AI Will Cite
Content formatting and writing techniques that make your content more likely to be cited and recommended by AI assistants.
AI SEO Audit Checklist
A comprehensive checklist to audit your website's visibility to AI systems like ChatGPT, Claude, and Perplexity.
ChatGPT Optimization Checklist
Step-by-step checklist to optimize your website for discovery and citation by ChatGPT and OpenAI's AI systems.
Structured Data Implementation Checklist
Complete checklist for implementing structured data (JSON-LD) to improve how AI systems understand your content.
Other Problems for Marketing Teams
Not Appearing in ChatGPT Recommendations
Your competitors show up when users ask ChatGPT for recommendations, but your brand is nowhere to be found. Here's why and how to fix it.
AI Giving Outdated Information About Your Brand
AI assistants are telling users wrong or outdated information about your company, products, or services. Learn how to correct this.
Competitors Being Recommended Instead of You
When users ask AI for solutions in your category, competitors get mentioned while you're invisible. Here's how to change that.
Low Citation Rate in AI Responses
AI mentions your category but rarely cites your specific content or brand. Increase your citation frequency with these strategies.
Same Problem for Other Company Types
Startups
AI Doesn't Understand What Your Product Does for startups
Small & Medium Businesses
AI Doesn't Understand What Your Product Does for small & medium businesses
B2B Companies
AI Doesn't Understand What Your Product Does for b2b companies
E-commerce Brands
AI Doesn't Understand What Your Product Does for e-commerce brands