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AI-vetted picks: crashed companies whose fundamentals still hold up.

Earlier picks 3

Everything the screener has flagged before, most recent first.

UMC

👀 WATCH detected 2026-07-28 Fundamentals73/100
~Watch: Wait for earnings tomorrow — the drop looks like an AI-hype bubble deflating, not a company breaking, but it's still not obviously cheap.

Fell -23.4% in 9 trading day(s) — now $19.08

$29.0$5.4 20222023202420252026
I bought this
Full analysis & scorecard

What's going on

UMC rocketed to an all-time high near $25-28 in June 2026 on AI/semiconductor enthusiasm, then gave it back as analysts flagged it as technically overbought and sector-wide selling hit chipmakers; there's no fraud, lawsuit, or guidance cut behind this — Q2 revenue actually beat estimates, yet shares still fell on 'widespread semiconductor sector weakness.'

The case for it

The balance sheet is excellent (very low debt relative to equity, huge cash pile, strong current ratio) and profitability is solid, so this isn't a broken business. The stock's fall coincides with a broader pullback in richly-valued AI/chip stocks after a speculative run, which is the kind of overreaction that can create opportunity if the market is simply cooling an overheated trade rather than reacting to a real problem at UMC.

What could go wrong

Trailing earnings multiple (31x) is still rich for a company growing revenue only 5.5%, some analysts (e.g., Bernstein) rate it Underperform with a target far below today's price, insiders have sold roughly $296 million in stock over three months with zero buying, and Q2 earnings — due the day after this snapshot — could either validate or puncture the current price, so timing risk is high.

Fwd P/E 19.9Op margin 18.5%Rev growth 5.5%Debt/equity 18.7%Analyst upside -14.9%
How this scored 73/100
✅ Passes all 4 hard checks — profitable, cash-generative, and financially survivable.
Makes money Net profit margin 20.8%
Generates cash Free cash flow $34.4B
Not drowning in debt Debt/equity 18.7% (limit 200%)
Can pay its bills Current ratio 2.7 (needs 1+)

Bar length shows how much each metric is worth — a 10-point metric is twice as wide as a 5-point one. Hover any row for what it means.

Profitability Does it actually make money? 18/25
Operating margin 18.5% 7/9
Net profit margin 20.8% 8/8
Return on equity 12.5% 3/8
Growth Is it getting bigger, or dying? 19/25
Revenue growth 5.5% 3/9
Earnings growth 108.1% 8/8
Expected profit change 56.9% 8/8
Value Is it cheap right now? 11/25
Forward P/E 19.9 6/10
PEG ratio 1.5 5/8
Analyst target upside -14.9% 0/7
Balance sheet Will it survive? 25/25
Debt / equity 18.7% 10/10
Current ratio 2.7 8/8
Free cash flow $34.4B 7/7

FRO

👀 WATCH detected 2026-07-28 Fundamentals71/100
~Watch: Cheap cash machine right now, but earnings are riding a temporary Strait-of-Hormuz rate spike that markets expect to fade — buy only if you accept the cyclical risk.

Declined -89.2% from its all-time high of $356.20 — now $38.59

$43.1$10.1 20222023202420252026
I bought this
Full analysis & scorecard

What's going on

Frontline is an oil tanker shipping company whose current record profits and the stock's recent pullback are both driven by a temporary supply shock: disruption of the Strait of Hormuz pushed tanker rates to historic highs, and the recent dip reflects investors pricing in a cooling in tanker-rate expectations rather than a new company-specific negative announcement, as investors react to softer spot-rate signals after an earlier surge in crude-tanker earnings enthusiasm. The 2008 all-time-high crash is ancient history from the pre-financial-crisis shipping boom/bust and irrelevant to today's business.

The case for it

The stock trades at a cheap valuation (single-digit trailing P/E) mostly because Frontline just posted its best quarter since 2004, largely due to extraordinary earnings driven by the effective closure of the Strait of Hormuz since late February, which drove tanker rates to historic levels. The balance sheet is solid with a current ratio over 2x and strong free cash flow, and analysts still rate it a consensus Buy with price targets above today's price. If tanker rates stay elevated even partially, the dividend and cash generation could remain very attractive for income-focused investors.

What could go wrong

This is a highly cyclical shipping stock whose "strong fundamentals" are a snapshot of an unusually good moment, not a durable improvement: analysts expect a different long-term story, with revenue expected to decline roughly 7% per year through 2029 as the rate cycle cools and the Hormuz situation eventually resolves. If geopolitical tensions ease and shipping routes normalize, rates and profits could fall sharply, making the current "cheap" P/E based on peak, unsustainable earnings — the classic value trap setup for cyclical commodity-shipping stocks.

Fwd P/E 10.4Op margin 51.8%Rev growth 66.9%Debt/equity 92.6%Analyst upside 14.7%
How this scored 71/100
✅ Passes all 4 hard checks — profitable, cash-generative, and financially survivable.
Makes money Net profit margin 40.2%
Generates cash Free cash flow $374M
Not drowning in debt Debt/equity 92.6% (limit 200%)
Can pay its bills Current ratio 2.0 (needs 1+)

Bar length shows how much each metric is worth — a 10-point metric is twice as wide as a 5-point one. Hover any row for what it means.

Profitability Does it actually make money? 25/25
Operating margin 51.8% 9/9
Net profit margin 40.2% 8/8
Return on equity 35.0% 8/8
Growth Is it getting bigger, or dying? 17/25
Revenue growth 66.9% 9/9
Earnings growth 1579.7% 8/8
Expected profit change -8.5% 0/8
Value Is it cheap right now? 11/25
Forward P/E 10.4 9/10
PEG ratio 5.6 0/8
Analyst target upside 14.7% 2/7
Balance sheet Will it survive? 18/25
Debt / equity 92.6% 6/10
Current ratio 2.0 6/8
Free cash flow $374M 7/7

RLX

👀 WATCH detected 2026-07-27 Fundamentals72/100
~Watch: Business stabilized under China's tobacco monopoly control, but permanently capped growth and lingering regulatory risk mean it's fairly priced, not a hidden bargain.

Declined -93.1% from its all-time high of $29.51 — now $2.03

$3.1$0.9 peak $3 20222023202420252026
I bought this
Full analysis & scorecard

What's going on

The stock's 93% collapse from its 2021 peak was caused by Beijing reclassifying e-cigarettes as regulated tobacco products, handing licensing and flavor control to the State Tobacco Monopoly Administration — this permanently shrank RLX's addressable market and profit potential, and the stock has simply stayed on the floor since, not crashed recently.

The case for it

Since the regulatory overhaul, RLX has adapted: it obtained a state manufacturing license, revenue is growing again, it's consistently profitable, sits on a huge cash pile ($9.5B) with almost no debt, and pays a dividend. At a forward P/E near 12 with real earnings growth, it isn't wildly expensive.

What could go wrong

This is a Chinese company operating a product category now tightly controlled by a state tobacco monopoly that can change rules, flavor allowances, or licensing terms at will — the same regulator that caused the original 90%+ crash. Return on equity is weak (6.2%), free cash flow is negative despite reported profits, and analyst price targets cluster only around $2.50-3, implying modest upside rather than deep undervaluation; this looks like a stabilized but structurally capped business, not a rebound story.

Fwd P/E 12.1Op margin 16.6%Rev growth 107.4%Debt/equity 1.3%Analyst upside 45.4%
How this scored 72/100
✅ Passes all 4 hard checks — profitable, cash-generative, and financially survivable.
Makes money Net profit margin 22.5%
Generates cash Free cash flow $-281M
Not drowning in debt Debt/equity 1.3% (limit 200%)
Can pay its bills Current ratio 8.5 (needs 1+)

Bar length shows how much each metric is worth — a 10-point metric is twice as wide as a 5-point one. Hover any row for what it means.

Profitability Does it actually make money? 14/25
Operating margin 16.6% 6/9
Net profit margin 22.5% 8/8
Return on equity 6.2% 0/8
Growth Is it getting bigger, or dying? 24/25
Revenue growth 107.4% 9/9
Earnings growth 27.1% 7/8
Expected profit change 52.6% 8/8
Value Is it cheap right now? 16/25
Forward P/E 12.1 9/10
PEG ratio unknown 2/8
Analyst target upside 45.4% 5/7
Balance sheet Will it survive? 18/25
Debt / equity 1.3% 10/10
Current ratio 8.5 8/8
Free cash flow $-281M 0/7
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