Why does AI cite other advisors instead of our firm?

Why do certain advisory firms get cited by AI while others don't?

Citations go to the page best structured for citation — not to the most trusted or most experienced firm^[1].

Somewhere, at this very moment, an AI is answering someone's question about an inherited IRA, or equity comp, or selling a business. Situations where one of your advisors might be exactly the expert they need. But even though your team has built a reputation on the domain, the citation might still go to someone else — maybe even a solo practitioner who just passed the CFP exam. Because the citation doesn't always go to the most trusted advisor, or the most reputable firm, or the most experienced in a particular domain. It often goes to the page that is simply best structured for citation^[1].

Why isn't our firm's content cited when people ask financial questions we can help with?

Because quarterly outlooks, client letters, and webinars are formats bots can't easily pull an answer out of.

The commentary and content you've spent years producing — the quarterly outlooks, the client letters, the webinars — the bots can't easily pull an answer out of any of it.

How do I structure my firm's educational content to be cited by AI?

Open with the question and the answer, name an advisor as author, link to the rules you rely on, and make sure other sources back you up^[2].

So what does a citable page look like? It opens with the question and the answer. The author is a named advisor, not the firm. It links out to the authorities — the IRS rules, the regulations. There's a table or a comparison when one makes the answer clear. When it runs long, the key takeaways sit at the top. And other sources back it up. To a bot, that's what trustworthy looks like^[2].

See for yourself. Ask AI the question your newest client brought you and watch which advisor gets named in the citation. Then pull up the page and look at the structure.