Meta AI: Stop AI from Recommending Discontinued Products
AI Recommends Discontinued Products on Meta AI? Here's why it happens, the fix, and how to prevent it.
Meta AI Context
Position your brand to be recommended by Meta AI across Facebook, Instagram, WhatsApp, and Messenger.
Allow Meta-WebIndexer in robots.txt for Meta AI search (Meta-ExternalAgent only governs training)
Create content that performs well on social platforms
Include shareable statistics and insights
Why This Problem Matters
Meta AI are recommending products or services you no longer offer, frustrating potential customers. Learn how to clean up your AI presence.
Why This Happens in Meta AI
If a retired product's page still exists and still reads like a live offer, Meta AI has no signal that it's gone. It answers from Meta AI search, which Meta-WebIndexer crawls for, where the old page may still be the clearest match.
Signs You Have This Problem in Meta AI
Meta AI recommends a product you've retired
Meta AI recommends products you've sunset or discontinued
Users ask about features from deprecated versions
Old product names appear in AI recommendations
Meta AI doesn't know about your latest product lineup
How to Fix This in Meta AI
Follow these Meta AI-specific solutions:
Mark discontinued products clearly and point to the replacement
Redirect retired product pages to their successor where one exists
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
Meta AI Technical Details
Meta documents separate agents: Meta-WebIndexer improves Meta AI search results, Meta-ExternalAgent collects training data, and Meta-ExternalFetcher fetches pages on a user's request and may bypass robots.txt.
Meta-WebIndexer
Search / answers
Used to improve Meta AI search result quality.
Meta-ExternalAgent
Model training
Crawls for training foundation AI models.
Meta-ExternalFetcher
User-requested fetch
Fetches a link a user shares with Meta AI; may bypass robots.txt.
robots.txt rule to stay eligible for Meta AI answers:
User-agent: Meta-WebIndexer
Allow: /Source: developers.facebook.com
Prevent This Problem in Meta AI
Create a product lifecycle content strategy
Plan content updates when discontinuing products
Maintain redirects for all deprecated URLs
Test AI knowledge after product changes
Helpful Resources
How-To Guides
Checklists
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Get Your AI Visibility AuditFrequently Asked Questions
Why is this happening in Meta AI?
If a retired product's page still exists and still reads like a live offer, Meta AI has no signal that it's gone. It answers from Meta AI search, which Meta-WebIndexer crawls for, where the old page may still be the clearest match.
What is the first fix to prioritize in Meta AI?
Mark discontinued products clearly and point to the replacement