When a company like SpaceX finally goes public, a particular kind of financial reckoning lands in a lot of inboxes at once. An executive who spent a decade holding vested stock watches that position turn liquid and, almost overnight, become worth a large multiple of everything else they own. Most of their net worth is now sitting in one ticker. A stack of decisions that used to be theoretical: when they can sell, what the lockup allows, what the tax bill looks like, how to reduce the risk without triggering a disaster; all turn urgent at the same moment.
I am talking to several financial advisors right now who want to be the person those executives call, and they should. It is one of the highest-value client-acquisition moments in wealth management. But there is a catch that has nothing to do with financial expertise, and it is the part I actually help with. When a newly liquid executive goes looking for an advisor, a growing share of them start by asking an AI assistant. If your firm is not somewhere in that answer, your expertise never gets its turn.
If your firm missed the SpaceX wave, another one is already forming. Anthropic is expected in October, and the next group of executives is already starting to look for advice.
The moment is bigger, and more current, than it looks
There is no clean national count of people who suddenly become wealthy from an IPO, acquisition, or major vesting event, so any precise number would be guesswork. But the available data points to a substantial market.
Rutgers researchers, analyzing federal data, estimate that roughly 25 million US workers held some form of employer ownership as of 2022. Liquidity events then turn a portion of that ownership into investable wealth. SEC figures show hundreds of US IPOs across 2024 and 2025, while SIFMA’s capital markets data, drawing on Dealogic, put announced US M&A value at roughly $2.6 trillion in 2025.
Pre-IPO secondary programs add another source of liquidity. Nasdaq Private Market has reported more than $50 billion in cumulative transaction value across company-sponsored liquidity programs, allowing employees to sell shares before a public listing.
Each IPO, acquisition, vesting event, or secondary sale creates a new group of founders, executives, and employees facing complex decisions on a deadline. This is not a leftover opportunity from the 2021 boom; new cohorts continue to appear.
For an advisory practice, you do not need many of these clients for the segment to matter. A handful of complex, high-value relationships each year can materially reshape the book, which is why competition for these prospects is intense and why being visible when they start looking is worth building for deliberately.
These prospects start with a question, not your name
The way these prospects find help has changed. The old assumption was that a wealthy prospect asks a friend, gets a name, and calls. That still happens, but for this segment it is often no longer the first step.
The journey usually starts with a realization phrased almost exactly the way the prospect feels it: “most of my net worth is in one stock.” Before searching for an advisor by name, they educate themselves, and increasingly that research runs through an AI assistant.
From there, they search by the event rather than the category: “advisor for concentrated stock after an IPO” or “how do I prepare before my lockup expires,” not “wealth management near me.”
A 2026 investor survey found that close to 9% of investors had used an AI-driven tool while finding their advisor, rising to about a quarter of those under 45 and 15% of those with at least $5 million to invest. The survey is best treated as directional rather than definitive, but it still points to a clear shift in how investors are finding advisors.
The important point is that an AI assistant can put your firm in front of a prospect while they are still asking “what should I do?”, before they have decided whom to hire.
What actually gets your firm into the answer
Being surfaced in that answer is not luck, and it is not the same as ranking first on Google. Four things decide it, and together they are the work we do at meanderingSapien around one high-value question cluster.
1. Entity clarity
An assistant has to be able to tell, without guessing:
- Whether you are an RIA or a dual registrant
- Who your advisors are
- What they are credentialed in
- That you specifically handle concentrated stock and executive compensation
That identity has to read the same across your website, your Form ADV and IAPD listing, your directories, and your Google Business Profile. Inconsistency makes a machine unsure it is even looking at one firm.
2. Topical depth
A single “concentrated stock” article tells an engine you targeted a keyword.
A connected cluster- post-IPO planning, lockups, the mechanics of a 10b5-1 plan, RSUs and options, acquisition payouts, pre-IPO secondaries, and the trade-offs between selling now and selling in stages- tells it you actually do this work.
That is the kind of content library that earns durable citation rather than a one-time hit.
3. Answerable content
AI engines favor pages that answer the exact question near the top, in plain language, with primary sources like the SEC and IRS cited and an honest note of what depends on the individual’s facts.
An academic study of Google’s AI Overviews found they appeared on nearly two-thirds of question-form queries, and that a large share of the sources AI cited did not match the top organic results.
Answering the question, in other words, matters at least as much as ranking for it.
4. Authority
What others say about you carries more weight with an engine than what you say about yourself.
Signals can include:
- A CPA or estate attorney referencing your work
- An executive-compensation webinar
- Responsible media commentary
- Accurate regulatory records
Together, those signals corroborate that the expertise is real.
The mistakes that keep good Financial Advisors invisible
Most advisory sites fail this test in the same few ways, and each one is fixable.
- Generic positioning: “Wealth management for successful families” gives an assistant no reason to connect you to an IPO, an RSU vest, or an acquisition payout. Name the events, the people they happen to, and the decisions they trigger.
- Shallow content: A lone article on a topic that deserves a cluster can read as keyword-chasing rather than genuine expertise.
- Anonymity: Brand copy with no named advisor, no credentials, and no author makes your expertise difficult to verify, which is the opposite of what these high-stakes prospects need.
- Relying entirely on referrals: The same 2026 survey found that roughly half of investors with $5 million or more found their advisor without a referral at all.
Referrals still matter; they just are not enough to make sure your firm is found by a machine.
The window opens before the money lands
Timing is the part advisors underestimate. The discovery window for a liquidity event does not open when the cash arrives. It opens months earlier, while the prospect is scenario-planning, weighing an exercise decision, or trying to understand what their lockup and the relevant SEC rules will and will not allow. By the time the money is real, they are choosing an advisor quickly, often from whatever the last few weeks of searching surfaced.
That is why visibility has to be built ahead of the event, not scrambled together after it. A firm that already answers “how do I prepare before my company goes public” is in the consideration set when the person asking becomes a client six months later.
In our own work, early visibility gains tend to show within a couple of months and compound from there, which means the time to build for a wave of liquidity is before it breaks, not during it. If you want the fuller version of how that visibility is built, our free guide walks the ground in detail.
And if you want to see how visible your firm is today for concentrated-stock and liquidity-event questions, book a call with me.
Frequently Asked Questions
Do my prospects really use AI to find an advisor?
A growing share do. A 2026 investor survey found close to 9% had used an AI tool while finding their advisor, rising to about a quarter of those under 45 and 15% of those with at least $5 million to invest. The figures are directional, but younger and wealthier prospects are clearly part of the shift.
I already rank on Google for “financial advisor in my city.” Isn’t that enough?
Not for this. Ranking well does not guarantee an AI assistant will name you for concentrated-stock questions. Research shows AI-cited sources often differ from top organic results, so classic rankings and AI visibility are related but separate.
What content actually makes a difference here?
A connected cluster, not one article. Cover post-IPO planning, lockups, 10b5-1 mechanics, RSUs and options, acquisition payouts, pre-IPO secondaries, and staged selling. Each page should answer a real question clearly and cite primary sources.
How is this different from the SEO my current vendor does?
Traditional SEO focuses on ranking pages. AI visibility focuses on being understood and cited in the answer itself. Entity clarity, topical depth, answerable content, and authority become more important.
Isn’t concentrated stock too narrow a niche to build content around?
Narrow is the point. Focused liquidity-event content gives an assistant a clear reason to connect specific, high-value questions to your firm.
Raja Sampathi
Strategic consultant with 19+ years of enterprise experience, now focused on one problem: getting ChatGPT, Perplexity and Google AI to recommend professional-services firms by name. Every post draws on actual client work and live visibility audits not theory.
