How does Verity decide which ETF to signal each day?
Verity publishes one lead ETF signal each U.S. market day before the open, with built-in defense (gold and cash) when conditions weaken. This page explains how that process works and what it does — and doesn’t — claim.
The same systematic process runs each day using observable market data. There are no discretionary overrides.
1. ETF Universe
Verity scores a fixed universe of liquid U.S.-listed ETFs across growth, defensive equity, international exposure, and gold. The universe gets reviewed periodically — not rewritten to fit whatever the market did recently.
A separate set of market context tickers is used for signal inputs only and is never eligible for selection.
2. How the daily plan is produced
Each trading day, the system scores the ETF universe across trend, breadth, volatility, and drawdown conditions — among other factors. The single highest-scoring ETF becomes the day’s signal.
The methodology relies on quantifiable, observable market data — not opinions, sentiment, or forward-looking forecasts.
In favorable conditions, the lead ETF receives the full allocation in the theoretical model. In stressed conditions, the system reduces equity exposure and adds a protective mix of gold and cash — the allocation split is determined by regime severity, not discretion. This keeps the signal measurable and the track record auditable.
Signals use prior-day data and publish before market open. Users execute during the following session at market prices. The system is designed to be directionally robust to normal execution variance.
3. How the system responds to market conditions
The system doesn’t try to predict headlines or call market tops. It reads observable conditions and shifts leadership as markets move from favorable to mixed, cautious, or defensive.
During favorable conditions, the system favors growth-oriented allocations. During stress, it can shift toward gold and cash — not because a rule forces it to, but because reducing equity exposure scores higher under those conditions.
Regime transitions include confirmation requirements — the system does not react to a single bad day.
The approach is grounded in a durable market principle: assets scoring well on observable momentum, breadth, and risk-adjusted factors tend to persist in the near term, and stressed markets tend to reward capital preservation. No prediction required — only systematic response to current evidence.
The system does not predict the future. It responds to what the evidence currently shows.
For anyone following consistently, this means the signal naturally rotates across different parts of the market over time — you’re not locked into one position.
4. What the output is not
- Not a personalized investment recommendation.
- Not a managed portfolio or advisory service.
- Not a prediction of what the market will do.
- Not a guarantee of any specific outcome.
Verity publishes a general daily ETF signal — not personalized investment advice. The output is research. Whether you use it, and how, is your decision.
5. Limitations
These limits matter. Verity is designed for clarity and consistency — not perfect performance in every possible market environment.
- One lead ETF per day. The system always selects a single lead ETF. In defensive regimes, it also allocates to gold and/or cash to reduce exposure. This keeps the signal clear and the track record auditable.
- Regime limitations. Tested across 2015–2025 (researched) and live from November 17, 2025 — including two significant drawdowns and a rate shock cycle. Not validated across all historical regimes. Performance in prolonged sideways markets, inflationary decades, or structurally different environments may differ materially.
- Bull market drag. In strong, uninterrupted bull markets, the system may trail a passive index. This is by design — the system prioritizes avoiding large drawdowns over maximizing gains during extended rallies.
- Backtested history. Results before November 17, 2025 reflect historical simulation on 10 years of market data. Live results begin from that date forward. Backtested results do not guarantee future performance.
- No tax, cost, or individual circumstances. The system does not account for taxes, transaction costs, or personal financial situations.
- Gold tax note. Gold ETFs such as GLD may be taxed as collectibles at a maximum rate of 28% for long-term holdings under current U.S. tax law. Consult a tax professional regarding your specific situation.
Performance data is published publicly and updated daily. Historical results and verification artifacts are available at verityequity.com. Verity Equity is a Delaware-registered research publication.
Related questions
These pages address specific questions about how to use a rules-based ETF signal in practice: