Brave Leo Optimization
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AI Recommends Discontinued Products

Brave Leo: Stop AI from Recommending Discontinued Products

AI Recommends Discontinued Products on Brave Leo? Here's why it happens, the fix, and how to prevent it.

Brave Leo Context

Optimize your content for Brave's AI assistant that provides private, on-device AI responses.

Do not block Googlebot: Brave's crawler follows your Googlebot robots.txt rules

Focus on privacy-respecting content practices

Create content targeting security-conscious professionals

Why This Problem Matters

Brave Leo are recommending products or services you no longer offer, frustrating potential customers. Learn how to clean up your AI presence.

Why This Happens in Brave Leo

If a retired product's page still exists and still reads like a live offer, Brave Leo has no signal that it's gone. It answers from Brave Search's own independent index of over 30 billion pages, where the old page may still be the clearest match.

Signs You Have This Problem in Brave Leo

1

Brave Leo recommends a product you've retired

2

Brave Leo recommends products you've sunset or discontinued

3

Users ask about features from deprecated versions

4

Old product names appear in AI recommendations

5

Brave Leo doesn't know about your latest product lineup

How to Fix This in Brave Leo

Follow these Brave Leo-specific solutions:

1

Mark discontinued products clearly and point to the replacement

2

Redirect retired product pages to their successor where one exists

3

Redirect discontinued product pages to current alternatives

4

Create 'product sunset' announcements with migration paths

5

Update all references to discontinued products

6

Add 'discontinued' notices and alternatives to old pages

7

Build authority for current products with fresh content

Brave Leo Technical Details

Leo answers from Brave Search's own independent index. Brave's crawler does not advertise a separate user agent and follows the robots.txt rules you set for Googlebot, so blocking Googlebot also keeps you out of Brave.

Source: search.brave.com

Prevent This Problem in Brave Leo

Create a product lifecycle content strategy

Plan content updates when discontinuing products

Maintain redirects for all deprecated URLs

Test AI knowledge after product changes

Need Help Fixing Brave Leo Issues?

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Frequently Asked Questions

Why is this happening in Brave Leo?

If a retired product's page still exists and still reads like a live offer, Brave Leo has no signal that it's gone. It answers from Brave Search's own independent index of over 30 billion pages, where the old page may still be the clearest match.

What is the first fix to prioritize in Brave Leo?

Mark discontinued products clearly and point to the replacement