Why This Matters for Startups
For startups, aI systems are recommending products or services you no longer offer, frustrating potential customers. Learn how to clean up your AI presence. 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 recommends products you've sunset or discontinued
Users ask about features from deprecated versions
Old product names appear in AI recommendations
AI doesn't know about your latest product lineup
How to Fix It
Here's your action plan to solve this problem:
Redirect discontinued product pages to current alternatives
Create 'product sunset' announcements with migration paths
Update all references to discontinued products
Add 'discontinued' notices and alternatives to old pages
Build authority for current products with fresh content
Contact external sites to update their information
Preventing This Problem
Build AI visibility into your go-to-market from day one
Monitor AI recommendations as part of competitive analysis
Keep content fresh as your startup evolves
Track AI-referred traffic alongside traditional metrics
Helpful Resources
Startups Guide
Full guide for startups
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 Startups
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AI Giving Outdated Information About Your Brand
AI assistants are telling users wrong or outdated information about your company, products, or services.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.
AI Doesn't Understand What Your Product Does
AI assistants give vague or incorrect descriptions of your product. Your complex offering isn't being communicated properly.
Same Problem for Other Company Types
Small & Medium Businesses
AI Recommends Discontinued Products for small & medium businesses
B2B Companies
AI Recommends Discontinued Products for b2b companies
E-commerce Brands
AI Recommends Discontinued Products for e-commerce brands
Consultants & Freelancers
AI Recommends Discontinued Products for consultants & freelancers