Is a linkedin personal or business profile better for astroturfing?

If the goal is to promote a business, I'd use both. Let real team members share their experiences and industry insights from their personal profiles, while the company page publishes announcements, case studies, and product updates.
 
You should not use any personal profile or business page on LinkedIn to create fake news, as any deliberate act of spreading misinformation or manipulating content will result in the permanent suspension of both the personal account and the associated business page.
 
I’d use both.

The key is building topical authority consistently not just choosing the right profile type.
 
You should not use any personal profile or business page on LinkedIn to create fake news, as any deliberate act of spreading misinformation or manipulating content will result in the permanent suspension of both the personal account and the associated business page.
Im using fake business pages not related to my real brand to create articles. So I dont really care, if they get banned.
 
Im thinking about creating articles on linkedin for ai visibility. Which type of articles does AI like to cite more? Personal or business profiles?
In case you want to establish topical authority i would recommend choosing the option of a personal profile however, what is important is the very content and not the type of account. It must be useful for AI to refer to.
 
Personal profiles usually get much better reach and engagement on LinkedIn, which helps articles get indexed faster. Since you are already testing with multiple pages, try posting the same style of content on both and see which one gets picked up by AI tools first.
 
That's the wrong lever. AI doesn't pick personal or company, it picks whatever it can fetch and whatever other pages back up. LinkedIn often puts article bodies behind a login wall for non-logged-in requests, so a chunk of that content never reaches a crawler at all.

Between the two, personal articles sit on /pulse/ and index more reliably than company page posts, which tend to surface through a Google snippet. If AI visibility is the goal, put the same piece on a page that isn't walled and point the LinkedIn post at it. Citations follow the page the model can actually read.
 
I would test personal profiles first. A real persons experience and insights can add more credibility to an article. But Id also test both and compare which profile type actually gets cited by AI tools.
 
I’d lean toward using a personal profile if the main goal is to publish LinkedIn posts about AI and get cited by AI tools.
 
Im thinking about creating articles on linkedin for ai visibility. Which type of articles does AI like to cite more? Personal or business profiles?
Imo, the first option I would prefer is using the personal profiles as, of course the information coming from the person and not from the robot will be interesting to the users. However, it will not be enough to create some busines accounts nd to write some articles for them as it does not mean at all that the AI algorithms will read the articles and use them in their references.
 
Im thinking about creating articles on linkedin for ai visibility. Which type of articles does AI like to cite more? Personal or business profiles?
Personal profile will be used to get firsthand information and company page to get official information. In my opinion the citation of an AI article depends more on its relevancy and credibility than the account.
 
I don’t think the profile type matters as much as the content. AI tools tend to cite clear, specific articles with original data or real expertise, and those do better when a real person puts their name on them. I’d write them from a personal profile and have the company page reshare, and I’d say who’s behind them openly.
 
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