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CXProWealth
Research methodology & interpretation

How to read CXProWealth

Understanding the Lenses, the scores and the investment framework — what each piece of research answers, how to interpret it, and how the pieces come together into a decision.

This guide was last updated September 2026.

Four questions, four Lenses

Each Lens answers a distinct part of the investment decision using its own evidence and outputs.

LensPrimary questionOutput means
Market LensWhat is happening now?Positive = more supportive current conditions
Valuation LensWhat are you being asked to pay?Positive = more attractive valuation
Performance LensWhat has actually worked?Higher = stronger historical performance quality
Portfolio LensHow does the research translate into portfolios?Published Research Models + asset-class research stances

No single Lens is intended to answer the investment question by itself. Their value comes from seeing where different forms of evidence agree, disagree and change over time. Scores across different Lenses measure different things and should not be interpreted interchangeably.

Understanding CXProWealth scores

Where CXProWealth uses the −3 to +3 scale, the score expresses the direction and strength of the evidence.

+3
Strongly positive / attractive
+2
Positive
+1
Modestly positive
0
Neutral, mixed or balanced
−1
Modestly negative
−2
Negative
−3
Strongly negative / unattractive

Readings between −0.5 and +0.5 are shown as neutral throughout the site.

The meaning of “positive” depends on the Lens. A Market score of +3 means current conditions are strongly supportive. A Valuation score of +3 means valuation is highly attractive — the two are read on different axes and are shown side by side deliberately.

A negative score does not necessarily mean an asset should be sold, and a positive score does not mean an asset should automatically be bought. Every score is paired with a written label and the evidence behind it; the number summarizes, it never replaces the reading.

Scores are research signals — not probabilities, forecasts or trading instructions.

Reading Market Lens

A positive Market score indicates that current conditions are generally supportive — trend, price action and the balance of current developments point the same way. A negative score means the balance of current evidence is less supportive or adverse.

Market Lens is about what is happening now, not whether an asset is cheap or expensive. It shows its evidence as market forces: what happened, how it transmits to the asset, in which direction, over what horizon, and where a credible counterargument exists. When the technical picture and the developments disagree, the market is marked as contested — the disagreement is part of the reading.

Reading Valuation Lens

A positive Valuation score indicates more attractive pricing relative to the evidence considered by the models; a negative score indicates a more demanding valuation. Valuation Lens combines multiple valuation perspectives appropriate to each asset class rather than relying on a single metric.

Fair value is shown as an index where today’s market price equals 100: a median fair value of 112 means the model’s central estimate sits 12% above the current price. The output is a range, not a target — the width of the range is as informative as its center. Modeled returns are also shown relative to the prevailing one-year Treasury yield as a lower-risk reference point.

Valuation can remain unattractive for long periods while prices continue rising, which is why it should be interpreted alongside Market Lens rather than in isolation.

Reading Performance Lens

Performance Lens looks backward across long periods to evaluate not only return, but the quality and consistency of that return. It scores each asset on three dimensions:

  • Growth — how strongly the asset historically compounded wealth.
  • Risk Quality — how manageable the losses and volatility were on the way: drawdown depth, time under water, recovery.
  • Consistency — how reliably the asset delivered across different starting periods and horizons, not just from one lucky start date.

Higher is better in every dimension, including Risk Quality. Performance Lens provides historical context and evidence for the risk a return took — not a prediction of what will outperform next. Assets with shorter histories are scored on the history they have, and the period is always shown.

Reading Portfolio Lens

Portfolio Lens shows how CXProWealth research translates into portfolio structure. It publishes research stances for each asset class and three multi-asset Research Models — Conservative, Balanced and Growth.

Each Research Model combines expected returns, correlations, diversification, volatility, drawdown risk and tail-risk assumptions within a defined risk framework. The models show allocations, changes from the prior research cycle and the research behind each exposure.

Overweight, Neutral and Underweight are research-model stances relative to a long-run reference weight. They describe how the framework currently views an asset within the published models; they are not personalized instructions for any individual investor.

Portfolio Lens uses forward-looking model assumptions, while Performance Lens reports realized historical results. The two may therefore differ by design.

How the Lenses come together

The Lenses are deliberately independent. Agreement can strengthen conviction. Disagreement reveals the trade-offs that deserve attention.

Supportive Market + Attractive Valuation

Current conditions and price both support the investment case.

Supportive Market + Expensive Valuation

Momentum may remain favorable, but the price being paid creates a higher hurdle.

Weak Market + Attractive Valuation

Longer-term value may be improving while near-term conditions remain unfavorable.

Weak Market + Expensive Valuation

Both current conditions and valuation give reasons for caution.

Performance Lens adds historical context to each situation. Portfolio Lens shows how the evidence translates into different portfolio risk frameworks through the published Research Models.

CXProWealth does not force different types of evidence into one answer. An asset can simultaneously be strong technically, expensive, historically excellent and receive a lower weight in a Research Model because of diversification or risk constraints. Those are not contradictions — they are different dimensions of the decision, and seeing them separately is the point.

From Lenses to Strategy Desk

Strategy Desk brings the four Lenses together to identify what matters most right now. Each day it looks for meaningful changes, areas of cross-Lens agreement, important conflicts, relative opportunities and risks, portfolio implications, and the evidence that could change the current view. Every conclusion carries its supporting Lens evidence and its data cutoff.

Strategy Desk is not a fifth independent score. It is the daily synthesis layer built from the underlying CXProWealth research — and the best place to start each day.

Open Strategy Desk →

A simple way to use CXProWealth

  1. 1

    Start with Strategy Desk

    See what changed and what deserves attention today.

  2. 2

    Check the relevant Lenses

    Understand whether the view is driven by market conditions, valuation, historical evidence, portfolio context, or a combination.

  3. 3

    Inspect the evidence

    Open the underlying charts, data and sources when you want more detail.

  4. 4

    Compare alternatives

    Investment decisions are usually relative. Consider what other assets or allocations offer.

  5. 5

    Check portfolio context

    See how the opportunity is treated across the Conservative, Balanced and Growth Research Models.

  6. 6

    Make the decision

    CXProWealth provides the research. You weigh the trade-offs and decide.

Research built to be inspected

CXProWealth combines current market and economic data, company information, quantitative analysis, financial models and historical evidence. Research is checked for numerical and internal consistency before publication, and supporting evidence is surfaced where it helps you understand the conclusion.

Evidence is traceable

Important conclusions can be examined through the underlying research.

Uncertainty is explicit

Models provide estimates and ranges rather than false certainty.

Consistency is checked

Research is validated before publication; a report that fails is withheld.

Research is checked for source support, numerical consistency and completeness before publication. Reports that do not pass validation are withheld.

Sources and evidence

CXProWealth uses commercially licensed market data, primary-source government statistics, company filings and publicly available research sources. Primary sources are preferred where practical. Market data and economic evidence are transformed into proprietary measures of conditions, valuation, risk, historical behavior and relative opportunity. AI research synthesizes current developments, filings, primary documents and public information. Raw data is an input; the research is the product.

Relevant source material is cited or linked where it materially supports the research, so a specific factual claim can be verified. Sources are dated, material counterevidence is retained rather than omitted, and each report’s data cutoff tells you how current its evidence is.

Interpretation and the decision boundary

Scores and stances say how the research framework currently evaluates conditions. They are not mechanical buy or sell instructions.

CXProWealth research may identify attractive or unattractive conditions, opportunities and risks, rank alternatives, and say which side the evidence favors. That is the research conclusion. Whether a conclusion warrants any investment action, and what that action would be for a particular investor, remains the reader’s independent judgment. CXProWealth does not determine what an individual should buy or sell, does not prescribe a personalized target portfolio, and does not manage assets, hold client funds or execute transactions.

Editorial framing update, September 2026: CXProWealth research identifies market opportunities, risks and portfolio implications; investment actions remain the independent judgment of the reader. Reports published before this date are preserved as published.

What changes daily, and what stays governed

The research moves with the markets. The framework it is read through does not.

Updated with the research cycle

Current inputs

  • Market prices and data
  • Economic data
  • Company developments and earnings
  • News and events

Research outputs

  • Lens scores and research stances
  • Research Model allocations
  • Strategy Desk conclusions

Version-controlled methodology

  • Score definitions
  • The −3 to +3 scale
  • The valuation framework
  • Statistical and risk models
  • Validation rules

Methodology is version-controlled internally.

Model boundaries and limitations

The Lenses describe conditions, relative value, historical behavior and portfolio fit. They do not predict prices. The Research Models are not designed around an individual investor’s taxes, liquidity needs, commitments, objectives or risk capacity. Those factors can materially affect how any research conclusion applies in practice.

Modeled returns depend on assumptions that may not hold under future market conditions, including assumptions about mean reversion, historical relationships and the pricing of risk. Correlations can rise sharply during periods of market stress, reducing diversification benefits relative to those implied by historical estimates.

Every report is a point-in-time snapshot with a stated data cutoff. Markets move between cutoffs. Treat the timestamp as part of the finding.

CXProWealth publishes research for informational and educational purposes. It is not personalized investment advice, and nothing on the platform is a recommendation to buy or sell any security. Investment decisions remain the responsibility of the investor.