Beginner-friendly swing trading research
SwingFi turns the morning market scan into a simple ranked list of swing trade ideas. Each pick explains why it ranked, what price area to review, where the target and stop loss are, how risky it looks, and how long the trade may take to play out.
The beginner rule
A ranking is a research starting point. Review the entry range, target, stop loss, confidence, and risk before deciding whether to watch, skip, or research the stock further.
Today's customer view
Rank first, then review the plan
Watchlist quality
MU is a higher-volatility idea, so the entry range and stop loss matter more than the headline score. The model sees about 18.0% potential upside versus 12.0% planned downside, or roughly 1.5R reward/risk.
Opp
74
Conf
74
Risk
78
Entry: $1,036 - $1,064
Target: $1,222
Stop: $911.67
Watchlist quality
MRVL is a higher-volatility idea, so the entry range and stop loss matter more than the headline score. The model sees about 18.0% potential upside versus 12.0% planned downside, or roughly 1.5R reward/risk.
Opp
73
How to use SwingFi
SwingFi is built to help newer traders slow down and compare trade ideas consistently. The goal is not to push more trades. The goal is to make the research process easier to understand.
01
Start with the ranked list. The highest-ranked ideas are the first setups to review, not automatic buys.
02
Look at the entry range, target, stop loss, expected gain, expected loss, and estimated holding window before making a decision.
03
Use your risk settings, budget, and confidence preference to decide whether to watch, skip, or research the idea further.
Ranking clarity
Scores help you compare setups quickly. They are research signals, not promises. Every opportunity still needs to be checked against the actual entry, target, stop, potential gain, potential loss, and timeframe.
The main ranking number. Higher means the setup looks stronger across trend, momentum, reward/risk, company quality, catalysts, and market backdrop.
How much the data agrees. Higher means the setup has cleaner support from multiple signals. It still does not mean the trade is guaranteed.
How fragile the setup may be. Lower is better. Higher risk can mean more volatility, wider stop loss, event risk, or stretched price action.
What to do with a ranking
Beginner traders often get hurt by chasing a stock after seeing a strong signal. SwingFi keeps the trade plan next to the score so you can see whether the price, downside, and timeframe still make sense.
80-100
High-priority reviewWorth deeper research if risk is acceptable and price is inside the entry range.
65-79
Watchlist reviewPotentially useful, but be patient. Entry discipline matters more than the headline score.
Below 65
Low-priority ideaUsually better to wait for a cleaner setup or stronger confirmation.
Reading a trade card
The price area where the setup is designed to be reviewed. Chasing far above this range can change the risk/reward.
The estimated upside area where taking profit may make sense if the trade works.
The price level that helps define when the idea is likely wrong and risk should be controlled.
The estimated swing-trade holding period, usually days to weeks rather than minutes or months.
What customers review
Rank #1
US Stock
Score
74
MU is a higher-volatility idea, so the entry range and stop loss matter more than the headline score. The model sees about 18.0% potential upside versus 12.0% planned downside, or roughly 1.5R reward/risk.
Rank #2
US Stock
Score
73
MRVL is a higher-volatility idea, so the entry range and stop loss matter more than the headline score. The model sees about 18.0% potential upside versus 12.0% planned downside, or roughly 1.5R reward/risk.
Rank #3
US Stock
Score
73
APH is a watchlist-quality setup with a clear entry, target, and stop, but not enough strength to rank as high conviction. The model sees about 9.1% potential upside versus 5.7% planned downside, or roughly 1.6R reward/risk.
Conf
75
Risk
78
Entry: $274.85 - $282.39
Target: $324.33
Stop: $241.87
Watchlist quality
APH is a watchlist-quality setup with a clear entry, target, and stop, but not enough strength to rank as high conviction. The model sees about 9.1% potential upside versus 5.7% planned downside, or roughly 1.6R reward/risk.
Opp
73
Conf
77
Risk
47
Entry: $156.32 - $160.60
Target: $170.50
Stop: $147.46