Manufacturing & IoT: Stop AI from Recommending Discontinued Products
How manufacturing & iot companies can solve the problem of ai recommends discontinued products. Industry-specific strategies and solutions.
Signs Your Manufacturing & IoT Company Has This Problem
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
Why This Happens
Discontinued product pages still live and indexed
No clear indication of product discontinuation
Old product content has more authority than new
Product lifecycle changes not reflected in content
External sites still reference old products
How to Fix It for Manufacturing & IoT
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
Prevention Tips for Manufacturing & IoT
Create a product lifecycle content strategy
Plan content updates when discontinuing products
Maintain redirects for all deprecated URLs
Test AI knowledge after product changes
Other Manufacturing & IoT AI Visibility Problems
Not Appearing in ChatGPT Recommendations
For Manufacturing & IoT companies
AI Giving Outdated Information About Your Brand
For Manufacturing & IoT companies
Competitors Being Recommended Instead of You
For Manufacturing & IoT companies
AI Doesn't Understand What Your Product Does
For Manufacturing & IoT companies