Couplr AI is a smart advisor-matching solution built for insurance and wealth management firms with at least 50 advisors.
What Makes Couplr AI Prominent
“Couplr flipped the script on traditional lead generation solutions by empowering the consumer to make the first move,” reflects Derek Notman, the founder of Couplr AI.
For decades, distribution in wealth and insurance has been driven by clickbait, creepy data scraping, invasive forms, and spam. Couplr rejects that model.
Instead, it offers a personality/science backed matching solution that connects clients with the right advisor for them based upon a variety of data points, rather than location and net worth alone.
The Founder’s Motivation
At the heart of Couplr is a systemic problem that most people outside the industry never see.
“Nine out of ten advisors fail within the first three years. This is not right and has cascading negative effects.”
That failure rate hurts everyone involved: advisors, clients, firms, and the broader ecosystem. When advisors struggle to build sustainable books of business, continuity breaks down and trust suffers.
‘When we help advisors succeed, we help more people make better financial decisions, this in turn helps the world at large,’ Derek explains.
The Change Couplr AI Is Trying to Create
If Couplr AI succeeds, the economics of client acquisition shift.
“Couplr has the potential to drastically reduce client acquisition costs while helping improve long term profitability for each client, advisor, and firm,” says Derek.
Better matches lead to stronger relationships. Stronger relationships lead to better retention. Better retention transforms lifetime value. Instead of paying endlessly for mismatched leads, firms invest in compatibility from the start.
What Drove Progress This Year
The broader market finally started moving in Couplr’s direction.
“There is a shift towards organic growth enhanced with technology and AI, and Couplr sits at that intersection,” Derek explains.
As firms search for smarter growth strategies and consumers expect better digital experiences, compatibility and intelligent matching are becoming strategic priorities.
The Biggest Breakthrough
The team saw tangible proof of Couplr’s impact during a pilot with a large enterprise, where the platform was tested against traditional “find-an-advisor” directories and contact-us forms. Couplr increased lead conversions by over 525%. For Derek, the outcome reinforced what the team set out to solve from the beginning — creating a better way for people to connect with the right financial advisor.
Another defining milestone was Couplr’s selection for the 2026 MassChallenge Fintech Program. “Being selected for this program is a great leap forward for us,” says Derek.
The recognition brings validation, visibility, and access, accelerating enterprise conversations and strategic partnerships — and has already opened the door to a pilot with a major insurance provider that selected Couplr to test its solution.
What’s Next
As Derek outlines Coupl AI’s next phase of growth, he points to “scaling through partnerships with firms and enterprise partners while continuing to enhance our product and experience.”
That means deepening integrations, strengthening matching intelligence, and proving measurable improvements in acquisition efficiency and retention.
Couplr is betting that better matches build better outcomes — for advisors, firms, and the people trusting them with their money.
