If you are a Nigerian business owner, consultant, or professional, your LinkedIn profile is likely one of your most valuable digital assets. It is your digital resume, your client portal, and your thought leadership platform all rolled into one.
But behind the scenes, LinkedIn has been quietly using the platform's one billion users to build a massive AI engine. If you have not actively gone into your settings to stop it, your professional writing is currently being used to train artificial intelligence.
What Exactly is LinkedIn Doing With Your Data?
In August 2024, LinkedIn's General Counsel announced via a blog post that they would begin using US member data for AI training. There was no notification sent to users. No popup asked for permission. The setting was simply turned on by default.
For members in the EU, UK, Switzerland, Canada, and Hong Kong, this data collection started later (November 3, 2025), but the rules were the same: default on, opt out yourself.
What Data is Being Taken?
LinkedIn is not scraping your private messages. However, they are taking everything else that is public or semi-public on your profile:
- Your entire career history and resume.
- All public posts and articles you have written.
- Comments and insights you have shared on other people's posts.
If you have been on the platform for years, that could be over a decade of professional writing, proprietary business insights, and client success stories fed directly into their training pool.
The "Legitimate Interest" Legal Loophole
How can a massive tech company just turn this on without asking? They use a legal concept called "legitimate interest."
In digital privacy law (like Europe's GDPR), "legitimate interest" is a legal basis that allows companies to process data without asking for direct, explicit consent. LinkedIn argues that improving their platform with AI is a legitimate interest of their business, which legally allows them to flip the switch to "on" without a popup asking your permission.
Meta used this exact same legal loophole in 2024 to start training Facebook and Instagram on user data. However, LinkedIn's move surprises people more because the platform holds highly sensitive professional data, not just casual photos.
The Hidden Microsoft Connection
There is a second layer to this setting that most business owners completely miss. LinkedIn is owned by Microsoft.
The exact same privacy toggle that controls LinkedIn's AI training also controls whether your data is shared with Microsoft for Microsoft's own AI model training (like the AI powering Copilot and Windows).
So, when you leave this setting on, you aren't just helping LinkedIn write better posts. You are potentially helping Microsoft build enterprise AI tools that could compete directly with your business. Understanding this broad scope is why many professionals are realizing why small businesses need a website instead of social media to protect their intellectual property.
Step-by-Step Guide to Opting Out
It takes about 30 seconds to find and one click to change. Here is exactly how to do it on desktop or mobile:
- Open LinkedIn and click on your Profile Picture in the top right corner.
- Click on Settings & Privacy from the dropdown menu.
- In the left-hand menu, click on Data Privacy.
- Look for the section titled "How LinkedIn uses your data."
- Find the toggle switch labeled "Data for Generative AI Improvement."
- Turn it OFF.
The Hard Truth About Past Data: Turning this off today does not remove your data from the training environment. LinkedIn has been explicitly clear that opting out stops future collection, but every post, article, and profile update you shared before today is already in the pool and cannot be retroactively removed through this setting.
Frequently Asked Questions
Does opting out of LinkedIn AI training delete my past data?
No. LinkedIn has explicitly stated that opting out only stops future data collection. Any posts, articles, or profile updates you shared before turning off the setting remain in their AI training environment. There is a form on LinkedIn's help pages to request data removal, but it has not been applied to AI training data broadly.
Does turning off this setting stop Microsoft from using my data?
Yes. The exact same toggle controls both LinkedIn's internal AI training and the sharing of your data with Microsoft, its parent company, for Microsoft's own AI model training.
Will my LinkedIn reach drop if I turn this off?
There is no evidence that turning off this privacy setting negatively impacts your organic reach or how LinkedIn's feed algorithm treats your posts. It simply stops your text from being used to train their underlying language models.
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