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Which Leads Are Most Likely to Become Clients? This AI Tool Helps Advisors Find Out.

Q&A November 05, 2024 at 02:34 PM
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Wilbur Swan

Artificial intelligence is certainly one of the buzziest technology trends around. But beyond the hype, how can AI best help financial advisors grow their business?

One way is to predict which leads that they acquire are the most likely to convert to clients.

Broadly, "by embracing AI and other marketing tools, advisors can … find hidden opportunities and engage clients in meaningful ways," Wilbur Swan, CEO and co-founder of Catchlight, argues in an interview with ThinkAdvisor.

But not all AI "is created equal," he cautions.

"The better the training data, the better the models and outcomes," says Swan, managing director of Fidelity Labs, a tech incubator within Fidelity Investments. 

Catchlight, a software and AI firm inside Fidelity Labs, is a finalist in ThinkAdvisor's 2024 Luminaries awards in the Digital Marketing categories of innovation and industry disruption.

The firm mainly targets RIAs, along with independent and wirehouse advisors, as well as others that have wealth management lines of business.

In the interview, Swan discusses how Catchlight's predictive AI, using machine learning models, zeros in on the leads most likely to convert by analyzing up to 2,000 data points on each prospect. Further, its generative artificial intelligence helps make prospect outreach more personalized and efficient.

Here are highlights of our conversation:

THINKADVISOR: How should financial advisors embrace AI and other marketing tools?

WILBUR SWAN: Firms should view AI as a powerful, enabling technology to support their growth goals. Having the data isn't enough. 

Using tools, such as Catchlight, to make sense of the data will enhance a firm's efficiency and lead pipelines, as well as create more personalized client interactions.

What makes one version of AI superior to another?

Not all AI is created equal. Models are based on training data. The better the training data, the better the models and outcomes.

By embracing AI and other marketing tools, advisors can work smarter, find hidden opportunities and engage clients in meaningful ways. That means freeing up more time for relationship-building.

Please explain Catchlight's "lead enrichment and prioritization" strategy. 

Our products are designed for wealth management.

The first step in our process is to build a comprehensive profile on the prospect. From there, we employ AI models to augment the data. 

The models include our Catchlight Score, which is a prediction of the likelihood that an individual is an ideal wealth engagement prospect.

The models also estimate income and investable assets. 

Firms can use this data to prioritize who they call immediately and who they may put into a marketing campaign.

How can Catchlight pinpoint the best opportunities for an advisor?

The Catchlight Score is an AI-based model that predicts the likelihood that an individual will convert to paid financial advice. It's built on a number of attributes about the individuals. 

Combined, these data points help firms qualify and prioritize an advisor's outreach.

What should financial advisors do differently now when it comes to marketing?

Focus on creating targeted, data-driven outreach strategies focused on their ICP [Ideal Customer Profile].

Many larger enterprise RIAs are struggling in the middle of the marketing funnel, which is hindering them from scaling further in their marketing efforts.

They're manually spending time qualifying leads rather than utilizing tools, such as Catchlight's, to automate optimization and funnel leads to the best-equipped advisors or team to convert those to clients.

What are advisors essentially getting right and wrong in their marketing?

There is no right or wrong. It's up to the firm principals to determine what they seek from their marketing.

Some firms may focus time and effort on brand marketing, while others are leveraging technology to build organic growth engines.

Those who seek growth are leaning into tools like Catchlight, online lead-generation offerings and personalized content offerings to help create more meaningful engagements with ideal prospects.

Should firms hire next-gen staff or advisors to help with marketing?

Rather than looking at the age of employees, look at the maturity of the business. In this industry, firms vary in size, business model, client type. Organic growth will look different at all these firms. 

And, they're all at different points in their journey.

We built Catchlight to integrate with CRM [Customer Relationship Management] systems and work with a firm's already successful lead-generation efforts, though every growth playbook looks different.

We figure out with each firm how to reach more of their best clients — that aren't clients just yet — and to do this in the most efficient way possible with the help of machine learning models.

What kinds of AI do you use, then?

There are two. Our flagship machine learning models have been trained on hundreds of thousands of previous prospect-to-client conversions, allowing us to predict things like the likelihood of someone to convert to paid financial advice. That's the Catchlight Score.

Our access to unique data and insights has allowed our team to develop other advanced AI models using machine learning, including investable assets and income, as well as lead routing.

The other kind is our generative AI capabilities, which can help make outreach personalized and more efficient. 

Given our deep insights about a prospect, we share engagement ideas and suggested copy to use in outreach.

What specific market is Catchlight targeting?

We meet the needs of a broad advisor market, including RIAs — our primary focus — independent advisors and those in wirehouses. 

We also serve firms that have wealth management lines of business, including banks, retirement plan providers and insurance companies.

What do these firms want most?

We hear from them all the time that organic growth is their top priority.

So we help firms with the ubiquitous challenge of organic growth and have strong conviction that AI-powered data and insights can help unlock the growth they seek.

         

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