USO Crude Oil Trend‑Following Playbook

1.1 Commodity & ETF Universe

The screened universe includes liquid commodity ETFs spanning metals, energy, and agriculture:

>GLD – SPDR Gold Shares >SLV – iShares Silver Trust >USO – United States Oil Fund (WTI crude oil) >UNG – United States Natural Gas Fund >DBA – Invesco DB Agriculture Fund >DBB – Invesco DB Base Metals Fund >CPER – United States Copper Index Fund

1.2 Liquidity & Tradability Filters

Using latest quotes, all major candidates except DBA and DBB exceed the 25M USD minimum average daily dollar volume requirement, with USO, GLD, SLV, UNG, and CPER providing substantial headroom for execution and slippage control.

1.3 Composite Technical & Momentum Ranking

Daily OHLCV data from early 2023 through February 2026 was used to compute a composite technical score combining:

>Trend strength: ADX(14), EMA(20/50/200) alignment. >Momentum quality: RSI(14), MACD (12/26/9), 63‑day ROC, stochastic. >Volume / participation: OBV trend, 20‑day CMF. >Structure: proximity to 12‑month high, higher‑lows proxy.

Scores are normalized into a 0–100 composite aligned with your 40/30/20/10 weighting philosophy.

2.1 Trend Strength (40%)

On the daily timeframe, USO shows a clean bullish EMA stack with price above EMA20, EMA50, and EMA200, confirming a well‑established uptrend. ADX at ~34 is firmly within the “strong trend” band and just below your very‑strong threshold, signaling persistent directional strength without yet exhibiting classic blow‑off behavior.

Weekly charts show price trading above 40‑ and 80‑week moving averages with positive slope, while monthly structure reveals a pattern of higher swing lows since the 2023 trough and current pricing in the upper half of the 3‑year range.

2.2 Momentum Quality (30%)

>RSI(14) ~62: comfortably in your 50–70 “bullish but not overbought” band. >MACD line > 0 with positive histogram, indicating bullish momentum above the zero line with expanding thrust. >63‑day ROC positive and consistent with the observed 3‑month total return (~12%). >Stochastic %K > %D and >50, reinforcing short‑term upside momentum in a bullish zone.

This combination ticks your momentum checklist: price is trending higher with healthy, controlled momentum, avoiding the unstable regime of RSI >75 where mean reversion risk tends to dominate.

2.3 Volume & Participation (20%)

> OBV is in an upswing over the past month, confirming that higher prices are supported by net buying rather than thin liquidity. > CMF(20) is ~0.21 (above your 0.1 threshold), evidencing sustained net buying on upticks and institutional accumulation. > Average daily dollar volume is ~537M USD with recent daily turnover above 1.4B USD, providing ample depth for 2%‑risk trades without meaningful market impact.

2.4 Structure & Pattern Recognition (10%)

USO is trading within roughly 10% of its 12‑month high, indicating a leadership profile rather than a laggard rebound. The ETF recently broke above a multi‑month consolidation band in the mid‑60s, and current price action resembles a retest of that breakout zone as support, approximating an ascending range breakout rather than a distribution top.

Across daily and weekly time frames there is no clear head‑and‑shoulders or double‑top, and pullbacks have behaved like bull flags within the larger uptrend. This aligns well with your preference for intact sequences of higher highs and higher lows and confirms a high trend‑strength score.

3.1 Momentum & Acceleration

Using daily returns for the last 12 months:

>12‑month total return: ≈8.0%. >3‑month total return: ≈12.2%. >3‑month acceleration vs. 12‑month run‑rate: ≈+4.2%.

The positive acceleration indicates that the trend is strengthening rather than fading, which is desirable for a 6–12 month trend entry. By comparison, gold and silver show much higher 12‑month performance but clear negative acceleration, suggesting they are later‑cycle trends with greater risk of momentum decay.

3.2 Sharpe Ratio & Max Drawdown

>USO 12‑month Sharpe: modest (~0.4), consistent with a volatile commodity ETF in a choppy but biased‑up tape. >USO 12‑month max drawdown: around ‑20%, large but manageable for a dedicated trend sleeve.

GLD and SLV exhibit higher Sharpe ratios but also show episodes of more extreme drawdowns (e.g., ‑37% for SLV after a parabolic move). For a risk framework that emphasizes stable, additive returns with capped sleeve allocation, USO offers a more balanced trade‑off between trend persistence and volatility spikes.

3.3 Composite Quant Positioning

USO’s composite score of approximately 80/100 is driven by its strong yet not over‑extended trend, healthy momentum oscillators, positive participation signals, and leadership positioning near 12‑month highs. This outperforms other liquid commodity ETFs in the sample, even though some have delivered larger absolute returns.

4.1 Open Interest & Futures Market Depth

WTI crude futures on NYMEX trade over a million contracts per day with open interest around several million, making it one of the deepest and most liquid futures markets globally. USO provides indirect exposure to this depth by primarily holding front‑month WTI futures and US Treasuries as collateral.

4.2 Commitment of Traders (COT) Positioning

Recent COT reports and sell‑side commentary indicate:

> Managed‑money net long positions in crude and products are near multi‑month highs, reflecting renewed speculative appetite for the complex. > The build‑up in length has been broad‑based across crude and refined products rather than concentrated in one small corner of the curve.

From your framework’s perspective, this is an elevated but not extreme speculative long, arguing for moderate‑high conviction with disciplined sizing and strict exit rules rather than aggressive use of leverage.

4.3 Term Structure

> The front of the WTI curve has tended to trade in backwardation, signaling tighter prompt balances and resilient nearer‑term demand. > The back of the curve (multi‑year tenors) has periodically flattened into mild contango, with some analysts arguing this may under‑price long‑run supply tightness in a world of under‑investment and elevated decline rates. > Price action in the mid‑60s WTI area shows confluence of technical support (200‑day average) and prior horizontal levels, reinforcing the idea of a medium‑term consolidation inside a larger uptrend.

For USO, a front‑end backwardated curve improves the carry profile by reducing or even reversing classical contango roll drag, supporting your preference for trend trades that are not structurally handicapped by roll yield.

4.4 Implied Volatility & OVX Context

> The CBOE Crude Oil ETF Volatility Index (OVX), a 30‑day implied volatility measure on USO, is currently in the high‑50s (≈58–59). > This is significantly higher than the low‑30s range seen for much of mid‑2025, placing present vol in the upper portion of its recent distribution.

In your framework, the ideal IV percentile for entries is roughly 30–70%. OVX in the high‑50s is consistent with elevated but not extreme volatility:

>High enough to offer attractive trend opportunities and favorable risk/reward if managed well. >Not so extreme as to suggest panic conditions or severely unstable correlations.