LinkedIn for AEO: why your experts matter more than your page

Most B2B technology companies treat LinkedIn as a brand channel and their website as the search channel. A recent experiment published on HubSpot's blog suggests that split is out of date. When buyers ask AI assistants for advice, LinkedIn content written by individual practitioners is increasingly part of the answer.

For Microsoft partners, ISVs and SaaS firms with deep technical talent but limited content budgets, that is a significant opening.

What's happening

The author, a solopreneur case study writer, noticed AI tools citing LinkedIn posts from ordinary professionals alongside big consulting firms. Before testing it, she pulled together the available research. According to Semrush and Meltwater, LinkedIn is the second most-cited source in generative AI answers, behind only YouTube. Semrush put LinkedIn's share at 11% of pages cited by ChatGPT, Perplexity and Google AI Mode. Meltwater found 75% of LinkedIn citations come from individual profiles rather than company pages, and 51% from profiles with fewer than 10,000 followers.

She then ran a three-week test: tightening her profile around one service, publishing two LinkedIn articles and two posts on that topic, and tracking visibility. Her starting visibility across the tracked prompts was 0.11%. Nothing moved for two weeks. In week three, her Gemini visibility rose to 0.95%, and Google AI Mode began recommending her by name for one service. Her profile views rose by over 200%.

Her own conclusion was that three weeks was not long enough, noting data showing most AI-cited authors post at least five times a month.

What it means for B2B and technology marketers

The most important number here is the 75%. AI engines appear to value individual practitioner voices over corporate pages. That shifts the AEO conversation from "what is on our website" to "who in our business is publishing useful expertise".

Most Microsoft partners have exactly the right people: solution architects who explain Copilot governance every week, security leads who field the same Defender questions, and consultants who have run dozens of Dynamics 365 migrations. Almost none of them post consistently.

The experiment also shows the value of focus. Generalists are harder for AI to categorise. A partner known for "Azure landing zones for Australian financial services" is easier to recommend than one known for "digital transformation".

Two cautions. First, this was a single small experiment, not a controlled study. Second, the gains were modest. LinkedIn should support your website and AEO program, not replace them.

How to put it to work

1. Choose two or three topics you want to be known for. Tie them to services with real pipeline value, then write down the prompts buyers would use to find them.
2. Pick three to five experts. Look for credible practitioners, not just executives. Update their headlines and About sections so the topic is explicit and consistent with your website language.
3. Set a realistic cadence. Aim for at least one useful post per expert per week, plus a long-form LinkedIn article each month. Educational, advice-led content is what gets cited.
4. Make it easy. Interview experts for 20 minutes and draft posts in their voice for them to edit. Use AI for structure if helpful, but keep the opinions and examples theirs.
5. Connect it to your site. Mirror the strongest LinkedIn themes in service pages and FAQs, so engines see consistent signals across both.
6. Track for a quarter, not a fortnight. Check a fixed prompt set monthly across ChatGPT, Gemini, Copilot and Google AI Mode.

This sits naturally alongside a broader B2B marketing program and supports answer engine optimisation without a large content budget.

How UBE Marketing can help

UBE Marketing is a B2B marketing agency founded by Alvin Paronda, who built a company LinkedIn presence from zero to 20,000 followers organically earlier in his career. We run LinkedIn thought leadership programs for technology leaders and Microsoft partners, from expert interviews and ghostwriting to measurement of AI visibility. See how we support Microsoft partner marketing, or contact us to plan your first quarter.