How to read a wealth signal

The single most useful number on a Wealth Recon dossier is the net-worth band on the At a Glance page. The most common mistake an advisor makes with the band is reading it as a balance-sheet entry rather than as planning context.

The band is a planning tool. Used correctly, it tells the advisor where the prospect's wealth picture probably sits, where it definitely does not sit, and how confident the engine is in the picture. Used incorrectly, it tells the advisor a precise number and invites a meeting conversation that the underlying public record cannot actually support.

This article explains how to read the band correctly.

The band is a band, not a point

A point estimate would imply precision the public record does not support. A subject's actual net worth on any given day depends on private-company valuations the public record does not track, on closely-held real estate that does not transact, on trust structures that are by design opaque, on art and collectibles that move at auction in non-published private sales, on liabilities the subject carries inside trust structures the public record does not surface.

The band is sized so that the true figure is, in our model, almost always inside it. The advisor should treat the band as the range within which the prospect's wealth picture is plausibly located.

A typical band looks like this:

Estimated net worth: $54.8 million to $76.3 million. Confidence ninety-two percent.

The advisor's read should be: "This prospect is comfortably inside the high-net-worth range, with a strong likelihood the picture is in the high tens of millions rather than at the low or high boundary. The confidence number tells me how trustworthy this read is."

The eight signal categories

The band is built signal by signal across eight categories. Each category produces a low-end and high-end contribution; the band sums the contributions and applies the counter-signal deduction.

Each category has different load-bearing weight depending on the subject. A founder-who-sold has dominant signal in the liquidity-events category and the public-company-equity category (the rollover position). A family-line wealth recipient has dominant signal in the inheritance-signals category. A tenured public-company executive has dominant signal in the public-company-equity category. A bootstrapped private-company operator has signal scattered across private-company equity, real estate, and lifestyle assets.

The advisor reading the band should ask: which categories are doing the load-bearing work for this subject? The Source Manifest tells you. Sections 4 (Wealth and Asset Signals) and 8 (Philanthropy) typically carry the most signal density on a dense-footprint subject.

Counter-signals matter

Counter-signals are subtractive. Tax liens reduce the band in equal dollar amounts on both ends because the obligation is denominated. Court judgments reduce the band similarly. Bankruptcy filings within the past seven years suppress the band entirely; the dossier surfaces the bankruptcy and notes that no defensible band can be produced.

The advisor should pay attention to Section 9 (Risk Exposures and Headwinds). A subject with strong positive signal in the wealth-and-asset-signals categories plus a counter-signal in Section 9 carries a different planning conversation than a subject with the same wealth picture and no counter-signal. The advisor walking into a meeting should never be surprised by a recently-disclosed regulatory action, a publicly-filed lawsuit, or a recently-filed tax lien; the dossier surfaces those before the meeting.

What suppresses the band entirely

Three patterns produce no band:

• Bankruptcy filings within the past seven years.
• Active federal tax liens above one million dollars.
• Non-United States subjects (the corpus is United States-source-centric).

The dossier still ships. The At a Glance line reads "Range not estimable due to recent bankruptcy" or "Range not estimable due to active federal tax liens above one million dollars" or "Range not estimable; non-United States subject, source coverage limited."

A wrong-direction band is more dangerous than no band. Wealth Recon errs on the side of suppression.

The opaque case

Some subjects hold their wealth almost entirely inside dynasty trusts in Delaware, South Dakota, or Alaska, inside private operating companies that file no Securities and Exchange Commission disclosures, or inside donor-advised funds whose underlying balances are not public. The engine reaches for indirect signal (named gifts, foundation flows, lifestyle assets, real estate footprints) and reports the band with a wider tightness ratio and a lower confidence.

The advisor sees a band of roughly $80 million to $200 million with a 65 percent confidence rather than a tight band. The wide range is itself the most honest answer the public record supports. The advisor's planning conversation with this subject should center on what the subject is willing to disclose directly, not on the band itself.

The lockup case

Recent founders-who-sold often hold the bulk of their post-sale net worth in restricted stock from the buyer. The lockup period (typically one to three years) is the planning window the advisor should focus on. Wealth Recon applies a haircut to the low end based on lockup tenor: zero haircut for unrestricted positions, ten to thirty percent haircut as the lockup tenor grows.

The advisor reading a dossier on a recent founder-who-sold should look at the lockup release date in Section 4 and treat it as a near-term planning trigger. The conversation should center on the equity-versus-cash conversion path, the 10b5-1 trading plan, and any structured-liquidity or charitable-trust strategies the prospect should consider before the release.

The honest band is a feature

Some advisors prefer a tight band even when the underlying record does not support one. A more aggressive engine could produce $54.8 million to $58.5 million on the same subject Wealth Recon shows at $54.8 million to $76.3 million. The tight band feels more authoritative; the loose band feels less polished.

The loose band is the honest band. The advisor walking into a meeting on this prospect should know that the wealth picture has roughly a thirty-percent uncertainty range; that knowledge shapes the right conversation. The advisor walking in with the tight band thinks they know more than they do, and the conversation that follows pivots on assumptions the band cannot support.

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End of blog post.