Liam's AI Experiment 005: Can a "How To" Hook Get Your LinkedIn Post Cited by AI?

The short answer: I opened a LinkedIn post with a "how to" hook, and four hours later Google's AI Overview quoted and cited it. ChatGPT said no. One test isn't proof, but the hook may help AI pick up your post.

Through my work at Brandi AI, I've seen how much large language models love question-and-answer formatted content. Give them a clear question and a direct answer, and they know exactly what to do with it.

I've also watched LinkedIn become one of the most cited domains in AI search. That makes sense when you think about it. LinkedIn goes further than any other social network to verify that its members are real people. Real names, real jobs, real networks. For a model trying to decide what to trust, that is gold.

So I started wondering...

If LinkedIn articles are the heavyweight champions of AI citation, but I don't have time to write long-form every week, could a regular LinkedIn post get picked up too?

Then I noticed something...

LinkedIn often appends the first few words of your post to the post's URL. Your opening line isn't just an opening line. It is part of the address.

That sparked a hypothesis: if I open a post with a "how to" hook, does it stand a better chance of getting mentioned in AI search results?

The test

Yesterday's post opened with "how to build brand loyalty amongst non-customers." Four hours later, I opened an incognito window, typed the phrase into Google, and there it was: my post, referenced in the AI Overview and in the regular results.

The Caveats

Let me be straight about the caveats, because a sample size of one is a story, not a study.

First, this is early. I have run just a handful of tests like this and I will keep running more and report back on what actually holds up.

Second, I am not a fan of hacks. I only use the "how to" opening when the post genuinely teaches something. If the hook doesn't match the content, that is bait and switch, and I am not doing that for the sake of LLM discovery.

Third, Google said yes and ChatGPT said no. My post was nowhere in ChatGPT's results, which leaned on studies from prominent companies instead. Different engines, different appetites.

So the scoreboard reads: promising, unproven, and engine-dependent.

The pattern I'm watching

I don't think that this is just a LinkedIn thing. I started a YouTube channel a few months back because, like LinkedIn, I noticed how frequently YouTube showed up as a top cited domain for Brandi customers.

I started creating Shorts and applied the same logic there. After a few months, I noticed that the most-viewed Shorts on my channel are the ones that open with "how to" hooks.

Coincidence? Maybe. Two data points across two platforms don't make a law. But it is the kind of coincidence that makes you keep testing.

Worth borrowing

You don't need my sample size to try this yourself. If you write a post that genuinely teaches something, open with the question it answers. "How to" is the obvious one, but the principle is broader: lead with the question, then answer it. That is the format LLMs are built to reward.

Then, check your work.

Open an incognito window, search the phrase, and see if you show up in the AI Overview. If you try it, I would love to hear whether you get similar results.

One thing I know for certain: building a brand on LinkedIn grows your brand off LinkedIn, inside AI search included. That's a tremendous opportunity for each and every person to start manifesting some serendipity online.

Curious to know how you show up in AI? Get your complimentary Brandi AI Visibility Audit.

Tell 'em Liam sent you! :)

Hi5,
LD
🌶️

Source: my LinkedIn post from September 22, 2026, "How to get your linkedin posts mentioned by AI." Next step: run the same test on five more posts and compare pickup across Google AI Overviews, ChatGPT, and Perplexity.