[To continue our coverage on the Organic Growth Crisis in Wealth Management, we spoke with Jeremi Karnell, Chief Product Officer of VastAdvisor - an AI-powered organic growth platform designed specifically for RIAs and wealth enterprises.

We are happy to publish his guest article, which explores and uncovers the underlying reasons and structural problems with traditional industry growth models and the ad-hoc adoption of AI in organic growth efforts.]

   

Ideal Customer Profiles (ICPs)                                   

by Jeremi Karnell, Chief Product Officer, VastAdvisor

I have spent a lot of time talking to financial advisors about organic growth. And there is a pattern that comes up almost every time.

Ask an advisor who their target client is and you will get one of two answers. A description so narrow it sounds like a specific person they already know. Or something so broad it amounts to "people with money." Neither works. And when I push on it, the honest answer is usually the same: we have never really sat down and formally defined who we are actually trying to reach.

I promise, I'm not being critical. It is an industry-wide gap. Most RIAs and wealth firms built their client base the old-fashioned way — referrals, relationships, reputation. You do not need to define your ideal client when your ideal client is literally your last client's golf buddy. But that era is over. Digital advertising, AI-driven content, platform-based distribution — these tools require precision that a vague client description cannot provide.

That is why we built Ideal Client Profiles into the foundation of VastAdvisor – our AI-native organic growth platform built for wealth management. It is the operating system everything else runs on.

What Actually Is an ICP?

An Ideal Client Profile is not a persona. It is not a demographic bracket. It is a complete description of the type of client your firm is most equipped to serve and most motivated to attract — their goals, their fears, the life events that push them to act, what language will resonate with them, and what will make them walk the other direction.

Done right, an ICP captures the behavioral profile of your best-fit client, not just their age range and income. Demographics alone are a surface read. A 52-year-old who just closed a business exit is in an entirely different emotional and financial place than a 52-year-old who has been passively accumulating in a 401K for thirty years. Same numbers on a spreadsheet. Completely different conversation in a meeting room.

In VastAdvisor, an ICP is a living data object that powers every downstream function — audience building on Google, LinkedIn, and Meta; AI-generated ad copy; compliance review; campaign targeting. You define the client once. The platform does everything else.

Why This Matters More Than Most Firms Realize

Here is the uncomfortable truth about digital advertising for wealth management: without a well-defined ICP, you are running a lottery vs. a real campaign.

Every ad dollar spent without precise targeting reaches people who will never be your client. Worse, it burns credibility — your message will not land with people outside your segment, and it may never reach the people inside it. The platforms you are advertising on — Google, Meta, LinkedIn — are ruthlessly meritocratic. Relevance wins. A soft audience definition means a lower relevance score, higher CPMs, and worse results. The platforms penalize imprecision.

There is also a compliance dimension that does not get talked about enough. The SEC Marketing Rule reshaped what advisors can and cannot say in advertising. Permissible messaging for one client segment can be off-limits for another. Retirement-age audiences carry different content restrictions than emerging wealth professionals. A strong ICP carries compliance implications at every step, and those implications travel with the segment from generation all the way through to the ad that goes live.

And then there is the time problem. Any marketing team that has built out an ad campaign from scratch on three platforms knows what it actually takes: audience research, targeting configuration, copy variations, compliance review, creative production. Done manually, you are looking at days of work before a single ad goes live. Multiply that across multiple client segments and it becomes unsustainable.

ICPs solve all three problems at once. Precision replaces guesswork. Compliance is built into the segment definition, not bolted on at the end. And automation compresses the timeline from days to minutes.

How VastAdvisor's AI Actually Builds Them

Most AI tools in this space will let you input some basic firm information and spit out a generic persona. That is not what we built. VastAdvisor runs a six-agent AI pipeline that treats ICP generation as a multi-stage validation problem.

Here is what happens when an advisor asks VastAdvisor to identify their ideal clients:

It starts with your firm. Before proposing a single target segment, the system reads everything it knows about your firm — your services, positioning, fee model, geography, and your prior campaign history. Targeting recommendations are only as good as the firm understanding behind them. The AI grounds every proposal in what your firm can actually deliver.

A Segment Generator proposes candidates. The first agent opens the option space — proposing three to six segments your firm could realistically pursue. It considers your services, the life-stage economics of different client types, and wealth-transition patterns. This step deliberately does not rank or optimize. That comes later. The job here is to surface possibilities without pre-filtering.

A Segment Validator acts as gatekeeper. Every candidate segment gets evaluated on four dimensions: Can you actually reach these people? Are the economics sound? Is targeting compliant? Can your firm genuinely serve them? Each segment gets a hard verdict — Valid, Conditional, or Rejected. The system is intentionally conservative: ambiguity equals rejection. Segments that cannot clear all four gates don't move forward. The pipeline stops there.

A Psychographics Generator builds behavioral depth. For every validated segment, this agent goes deeper — what motivates them, what they fear, what drives their decision-making, how they form trust with an advisor, and what language to actively avoid. This is the layer that transforms an audience definition into a messaging strategy. It feeds directly into the AI content generation that comes downstream.

A Trigger & Moment Mapper identifies when to reach them. Knowing who your ideal client is only gets you halfway. You also need to know when they are actually in the market for an advisor. This agent maps the real-world life events that activate a prospect — things like "retirement date confirmed within 12 months" or "business exit planning underway." Each trigger is classified by urgency and reliability as a signal.

Three agents run simultaneously to enrich the segment. While the sequential logic builds out the behavioral picture, three parallel agents work in concert: one aligns your specific firm services to each segment's core needs, one surfaces the likely objections a prospect in this segment would raise, and one flags regulatory sensitivities and content restrictions that have to follow the segment all the way through to ad copy.

A Segment Compiler locks the final output. The last agent assembles every upstream output into one authoritative ICP object. This is a hard boundary — once the compiler stamps a segment as ready, no further changes are allowed downstream. The profile is frozen, and the platform begins translating it into live audiences on every connected ad platform automatically.

No manual targeting setup. No copy-pasting demographic specs into three different platform UIs. The ICP gets saved, and within minutes there are active audiences on Google, LinkedIn, and Meta — with estimated reach built in.

The Part That Doesn't Get Said Enough

We built all of this with non-negotiable guardrails. No client PII ever touches the AI. Audiences are opaque references — IDs, not names. Every inferred field is tagged so an auditor can see exactly what came from your firm data, what was derived from reasoning, and what was a system default. And when a campaign launches, we freeze an exact snapshot of the ICP that powered it — future profile updates never retroactively change what a past campaign was targeting.

In wealth management, where the SEC is paying attention to every marketing touchpoint, that kind of provenance and immutability is table stakes.

Where We Are Going

ICPs are the foundation — and, at VastAdvisor, that is exactly how we treat them. Every campaign, every piece of AI-generated content, every audience configuration flows from the profile. A well-built ICP is the difference between a platform that executes with precision and one that is just generating noise at scale.

The firms that will win the next decade of client acquisition in wealth management are not the ones with the biggest ad budgets. They are the ones that know precisely who they are talking to, and have built the infrastructure to reach those people at the right moment with the right message.

We built that infrastructure. The ICP is where it starts.

 

The Institute for Innovation Development is an educational and business development catalyst for growth-oriented financial advisors and financial services firms determined to lead their businesses in an operating environment of accelerating business and cultural change. We operate as a business innovation platform and educational resource with FinTech and Financial Services firm members to openly share their unique perspectives and activities. This interview is for informational purposes only. The goal is to build awareness and stimulate open thought leadership discussions on new or evolving industry approaches and thinking to facilitate next-generation growth, differentiation, and unique client/community engagement strategies. The Institute was launched with the support and foresight of our founding sponsors — Ultimus Fund Solutions, FLX Networks, ETF Global, TIFIN, Advisorpedia, Pershing, Fidelity, Voya Financial, and Charter Financial Publishing (publisher of Financial Advisor and Private Wealth magazines).

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