Skip to content
DeepVest Logo

ArticlesAdvisor Intelligence

Prospect Portfolio Analysis: The $274,000 Risk Hiding in Plain Sight

A historical stress test shows how a seemingly diversified prospect portfolio could contain overlapping exposure to the same market shocks. The analysis illustrates how RIAs can use specific, evidence-based findings to support better discovery conversations.

By Amit Nar

Head of Client Success3 min read

The portfolio looked diversified. But a historical stress test revealed how different investments could expose a prospect to the same market shock.

Different Investments. The Same Hidden Risk.

Imagine meeting a prospect who owns individual stocks, international funds, bonds, and several ETFs. The portfolio looks diversified, and the prospect is confident their current advisor has the risks covered. Why would they need another opinion?

A closer look reveals something surprising. Several investments provide exposure to the same companies and economic forces. During the 2022 market decline, the portfolio's technology and growth holdings would have lost approximately $274,000, based on a historical replay.

That’s the opportunity behind prospect portfolio analysis for RIAs. A strong first meeting should do more than establish rapport. It should help prospects understand risks they may not realize they own, using evidence rather than criticism of their existing advisor.

The Exact Prompt We Gave DeepVest

I am a Registered Investment Advisor evaluating a fictional prospect’s portfolio before our first meeting. The prospect believes their investments are well diversified; analyze the attached statement to uncover the three most significant hidden risks involving overlapping holdings, concentration, correlation, sector exposure, liquidity, and downside protection.
Quantify each risk using specific dollar amounts, portfolio percentages, and historical stress tests. Show what looks diversified at first glance versus what deeper analysis reveals, including how seemingly unrelated holdings could decline together during a market crisis.
Create some good visuals the client will like.
Rank the three findings by financial impact, identify three powerful discovery questions I should ask, and create a compelling, client-ready explanation that demonstrates analytical value without criticizing the current advisor or making investment recommendations. Limit the response to 450 words.

The Response DeepVest Produced

DeepVest prospect portfolio analysis table showing three hidden risks in a $2.25M portfolio that looks diversified: overlapping technology/growth exposure ($750,000), foreign equities ($470,000) and bond funds ($350,000). A historical stress test estimates a $274,000 loss on the technology/growth holdings in the 2022 market decline.
Correlation table showing that QQQ and VGT moved together at 0.99 in 2020 and 2022, so two different ETFs gave almost no diversification. Bar chart of the 2022 market replay estimating losses of about $274,000 in technology/growth, $94,000 in foreign equities and $34,000 in bond funds.
Stacked bar chart showing total NVIDIA exposure of $159,187: $125,000 held directly plus $34,187 hidden inside funds. Below it are three discovery questions for RIAs and a client-ready explanation of hidden portfolio risk and liquidity.

Schedule a demo with DeepVest to see how AgentLab can uncover hidden portfolio exposures before a prospect meeting.

The Discovery That Changes the Conversation

One finding stands out: NVIDIA (NVDA) appeared in the portfolio both directly and through funds. The combined exposure reached $159,187, including $34,187 that was less obvious from the statement's individual positions.

The correlation analysis revealed another vulnerability. In 2020, Invesco QQQ Trust (QQQ) and Vanguard Information Technology ETF (VGT) had a correlation of 0.99, meaning their returns moved almost identically during the tested period. Owning both doesn’t necessarily deliver the diversification a prospect expects.

These historical results aren’t forecasts, and the analysis identified incomplete holdings coverage. Still, they give the advisor something valuable: specific findings that lead naturally to better questions.

Show the Difference Before Asking for the Business

A prospect doesn’t need another advisor promising better service or stronger investment research. They need to experience the difference through a useful discovery.

DeepVest helps advisors identify overlapping holdings, quantify historical downside exposure, and translate complex portfolio relationships into questions a prospect can understand. The advisor then determines which findings matter for the client's goals, risk tolerance, and financial circumstances.

That’s the difference between telling prospects your firm provides deeper analysis and letting them see it for themselves. The first is a promise; the second gives them evidence.

For RIAs: What is the most surprising hidden portfolio risk you've uncovered during a prospect meeting?

Explore the DeepVest platform or schedule a demo to see how AI-powered prospect portfolio analysis can support more compelling discovery meetings.

For questions, contact: [email protected]

  • Advisor Intelligence

Written by Amit Nar

Head of Client Success · 22 articles

Back to all articles

Disclaimer: This content is for informational and educational purposes only and does not constitute investment, financial, or professional advice. Views expressed are those of the author and do not necessarily reflect DeepVest’s official position. DeepVest is a technology platform providing analytical tools—not a registered investment advisor, broker-dealer, or financial institution. Our tools are designed to support the independent judgment of financial professionals, not replace it. Nothing herein constitutes a recommendation to buy, sell, or hold any security or adopt any investment strategy. Portfolio analyses and examples are illustrative only and do not represent actual outcomes or guarantee future results. Consult qualified financial, legal, and tax professionals before making investment decisions. DeepVest disclaims all liability for decisions made in reliance on this content.

More from DeepVest

See all articles

See DeepVest in your own workflow

One workspace for investment analytics, planning, and client reporting — built for advisors who need every number to hold up.

    Prospect Portfolio Analysis: The $274,000 Risk Hiding in Plain Sight | DeepVest