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Real-World Analysis Examples

20 analyses across 4 investor personas — all tested live against 60+ years of US market data.

You ask

"Show me US stocks with a P/E between 3 and 15, return on equity above 15%, profit margin above 10%, debt less than equity, current ratio above 1.5, and a market cap over $5 billion. Sort by ROE."

The Benjamin Graham screen brought to life — profitable, financially sound companies trading at bargain multiples. Six criteria, one table, zero compromises on quality.
Claude returns
output
14 stocks — P/E 3–15, ROE >15%, margin >10%, debt < equity, current ratio >1.5, mkt cap >$5B:

Symbol        Name                   P/E    ROE %   Margin%    D/E   Curr Ratio
────────────  ─────────────────────  ─────  ──────  ───────   ─────  ──────────
PINS.NASDAQ   Pinterest               6.5   51.5%    49.0%   0.14      8.36
LULU.NASDAQ   Lululemon              12.0   41.0%    15.7%   0.77      2.13
DUOL.NASDAQ   Duolingo               14.1   36.3%    40.0%   0.44      2.82
HMY.NYSE      Harmony Gold           14.6   32.5%    19.5%   0.60      1.72
CWAN.NYSE     Clearwater Analytics   14.7   32.0%    61.3%   0.50      1.83
PDD.NASDAQ    PDD Holdings           10.5   30.5%    24.4%   0.57      2.36
NEU.NYSE      NewMarket              14.7   29.4%    16.3%   0.91      2.68
SEIC.NASDAQ   SEI Investments        14.0   29.0%    31.1%   0.23      3.29
FDS.NASDAQ    FactSet Research       12.6   28.8%    25.4%   0.95      1.54
NTES.NASDAQ   NetEase                14.5   22.6%    30.0%   0.34      3.42
…and 4 more
You ask

"Find US companies with a P/E between 5 and 15, ROE above 15%, profit margin above 10%, debt less than equity, EV/EBITDA between 2 and 12, and a market cap over $5 billion. Sort by P/E."

Companies passing both earnings-based AND enterprise value-based valuation filters simultaneously — double-screened for cheapness with quality safeguards on every metric.
Claude returns
output
15 stocks — P/E 5–15, ROE >15%, margin >10%, EV/EBITDA 2–12, debt < equity, mkt cap >$5B:

Symbol        Name              P/E    ROE %   Margin%    D/E   EV/EBITDA
────────────  ────────────────  ─────  ──────  ───────   ─────  ─────────
JHG.NYSE      Janus Henderson    9.6   16.2%    26.3%   0.57      5.3
TROW.NASDAQ   T. Rowe Price     10.1   18.8%    28.5%   0.32      5.9
INGR.NYSE     Ingredion         10.5   18.1%    10.1%   0.81      6.7
PDD.NASDAQ    PDD Holdings      10.5   30.5%    24.4%   0.57      5.3
LULU.NASDAQ   Lululemon         12.0   41.0%    15.7%   0.77      7.2
EOG.NYSE      EOG Resources     12.1   18.5%    24.4%   0.72      6.1
TOL.NYSE      Toll Brothers     12.3   16.9%    12.3%   0.75      9.7
MATX.NYSE     Matson            12.5   16.4%    12.7%   0.71      6.8
PHM.NYSE      PulteGroup        12.5   17.7%    12.8%   0.39      8.8
FOX.NASDAQ    Fox Corp B        12.5   16.8%    11.4%   0.95      8.5
…and 5 more

The EV/EBITDA filter adds an enterprise value lens P/E alone misses.
Janus Henderson at 5.3x EV/EBITDA — remarkably cheap for a 26% margin asset manager.
You ask

"Find US companies that have been profitable every single quarter for the last 5 years (at least 18 quarters), with a P/E under 15, ROE above 12%, and a market cap over $5 billion. Show their perfect earnings record."

Companies that have never had a losing quarter in 5 years — and they're still trading at bargain multiples. The value investor's dream: quality + consistency + cheap.
Claude returns
output
13 stocks — profitable every quarter for 5 years, P/E <15, ROE >12%, mkt cap >$5B:

Symbol        Name                  Record    P/E    ROE %    Margin%
────────────  ────────────────────  ──────    ─────  ──────   ───────
BYD.NYSE      Boyd Gaming           20/20      3.7   86.6%    45.1%
CHTR.NASDAQ   Charter Communic.     20/20      6.5   28.7%     9.1%
VIRT.NASDAQ   Virtu Financial       20/20      7.5   52.7%    16.5%
SYF.NYSE      Synchrony Financial   20/20      7.7   21.3%    36.4%
MTDR.NASDAQ   Matador Resources     19/19      7.8   16.1%    22.0%
OZK.NASDAQ    Bank OZK              20/20      8.2   12.1%    46.0%
ACGL.NASDAQ   Arch Capital          20/20      8.5   19.5%    22.1%
MTG.NYSE      MGIC Investment       20/20      8.7   14.3%    60.8%
ESNT.NYSE     Essent Group          20/20      8.7   12.2%    54.7%
TMHC.NYSE     Taylor Morrison       19/19      8.9   13.0%     9.6%
…and 3 more

Bank OZK at 0.95 P/B (below book value!) with a perfect 20/20 record —
the classic deep value setup. Cheap despite being consistently profitable.
You ask

"Find companies whose P/E is at least 40% below their sector average AND whose return on equity is at least 20% above their sector average. They should have profit margins above 8% and a market cap over $10 billion. Show the P/E discount and ROE premium vs. the sector."

The most mispriced stocks in the market — companies with better-than-average profitability trading at worse-than-average valuations. This is where Mr. Market gets it wrong.
Claude returns
output
10 stocks — P/E ≥40% below sector avg AND ROE ≥20% above sector avg, margin >8%, mkt cap >$10B:

Symbol        Name              Sector        P/E   Sect P/E  P/E Disc.  ROE%    ROE Prem.
────────────  ────────────────  ────────────  ────  ────────  ─────────  ──────  ─────────
LTM.NYSE      LATAM Airlines    Industrials   13.1    36.4     -23.3    142.9%   +120.6
HCA.NYSE      HCA Healthcare    Healthcare    18.8    34.8     -16.0    136.3%   +115.0
NTAP.NASDAQ   NetApp            Technology    18.4    39.5     -21.1    125.4%   +103.3
SPG.NYSE      Simon Property    Real Estate   13.9    32.8     -18.9    104.1%    +94.9
IT.NYSE       Gartner           Technology    15.9    39.5     -23.6     86.9%    +64.8
ADP.NASDAQ    ADP               Technology    20.2    39.5     -19.4     73.8%    +51.8
NVO.NYSE      Novo Nordisk      Healthcare    13.3    34.8     -21.5     60.7%    +39.4
KSPI.NASDAQ   Kaspi.kz          Technology     6.4    39.5     -33.2     59.6%    +37.5
ADBE.NASDAQ   Adobe             Technology    15.8    39.5     -23.7     55.4%    +33.4
PINS.NASDAQ   Pinterest         Comm. Svcs.    6.5    26.4     -19.9     51.5%    +32.7

Novo Nordisk ($217B) at P/E 13.3 vs sector avg 34.8 — 62% discount despite 60.7% ROE.
Adobe ($110B) at P/E 15.8 vs Tech avg 39.5 — mispriced quality at scale.
You ask

"Show me Berkshire Hathaway's quarterly revenue, net income, operating income, free cash flow, cash position, and debt-to-equity ratio over the last 3 years. I want to see the full financial health picture."

The ultimate value investor's company laid bare — quarterly financials showing the cash pile, earnings power, and balance sheet strength that Warren Buffett has built.
Claude returns
output
Berkshire Hathaway (BRK-B) — quarterly financials, last 3 years:

Quarter       Revenue($B)  Net Inc($B)  Op Inc($B)  FCF($B)  Cash($B)   D/E
────────────  ──────────   ──────────   ─────────   ───────  ────────   ────
2025-09-30       95.0         30.8         15.8        8.2    381.7     0.75
2025-06-30       98.9         12.4         14.8        5.2    344.1     0.74
2025-03-31       83.3          4.6          5.1        6.6    347.7     0.78
2024-12-31      101.5         19.7         24.0       -0.7    334.2     0.77
2024-09-30       93.0         26.3        -42.4       -2.9    325.2     0.82
2024-06-30      117.5         30.3         38.1        9.1    276.9     0.83
2024-03-31       91.7         12.7         15.7        6.2    189.0     0.86
2023-12-31      130.2         37.6         46.9        8.7    167.6     0.89
2023-09-30       63.4        -12.8         12.6        8.4     157.2     0.92
2023-06-30      125.6         35.9         45.4        7.7     147.4     0.91
2023-03-31      120.2         35.5         44.8        5.0     130.6     0.95

Cash grew from $130.6B → $381.7B. D/E improved 0.95 → 0.74.
Net income swings reflect investment gains/losses — operating income is more stable.
You ask

"Find stocks where the price is above the 20-day EMA, the 20-day EMA is above the 50-day EMA, the 50-day EMA is above the 200-day SMA, RSI is between 50 and 70, and ADX is above 25. Only show stocks with a market cap above $10 billion. Include MACD signal direction and volume ratio."

The textbook strong uptrend scan — stacked moving averages, healthy momentum, and confirmed trend strength. The stocks a swing trader would have on their watchlist right now.
Claude returns
output
15 stocks — stacked MAs, RSI 50–70, ADX >25, mkt cap >$10B:

Symbol        Name                  Mkt Cap    RSI    ADX   vs SMA200   MACD
────────────  ────────────────────  ─────────  ─────  ────  ─────────   ──────────
CL.NYSE       Colgate-Palmolive      $77.3B    67.7   56.4  +12.5%    Bearish
NDSN.NASDAQ   Nordson                $16.4B    61.9   54.5  +25.1%    Bearish
CVX.NYSE      Chevron               $367.6B    65.7   53.8  +19.2%    Bearish
SKM.NYSE      SK Telecom ADR         $12.5B    67.4   53.3  +40.9%    Bullish
CTRA.NASDAQ   Coterra Energy         $23.7B    65.8   52.2  +23.4%    Bullish
XOM.NYSE      Exxon Mobil           $616.5B    58.7   51.2  +26.5%    Bearish
MT.NYSE       ArcelorMittal ADR      $51.1B    70.0   50.8  +66.7%    Bullish
TXN.NASDAQ    Texas Instruments     $205.5B    59.2   50.0  +16.6%    Bearish
NGG.NYSE      National Grid ADR      $90.1B    68.6   49.0  +20.4%    Bullish
GILD.NASDAQ   Gilead Sciences       $187.5B    62.9   48.1  +27.3%    Bearish
…and 5 more

Colgate-Palmolive has the highest ADX (56.4) — extremely strong trend.
ArcelorMittal leads on distance from SMA200 (+66.7%) — the strongest rally.
You ask

"Find stocks where the Bollinger Band width is less than 5% of the middle band, with a market cap above $10 billion. Show RSI, ADX, and whether price is above or below the middle band. This is the volatility squeeze scan — these stocks are coiling for a move."

Stocks in a volatility squeeze — Bollinger Bands tightening to extreme levels. When these bands expand, the resulting move can be explosive. The question is which direction.
Claude returns
output
10 stocks — Bollinger Band width <5% of middle band, mkt cap >$10B:

Symbol        Name                  Price    BB Width%   RSI    ADX   BB Position
────────────  ────────────────────  ───────  ─────────   ─────  ────  ───────────
RNA.NASDAQ    Avidity Biosciences    72.86      0.78%    63.7   42.5  Above Mid
HOLX.NASDAQ   Hologic                75.43      1.13%    64.6   13.1  Above Mid
CFLT.NASDAQ   Confluent              30.70      1.27%    68.1   40.2  Above Mid
EXAS.NASDAQ   EXACT Sciences        103.43      1.84%    74.1   52.0  Above Mid
AFG.NYSE      American Financial    130.21      3.68%    49.1    9.8  Above Mid
CPT.NYSE      Camden Property       107.20      4.08%    46.7   10.5  Below Mid
UTHR.NASDAQ   United Therapeutics   473.42      4.09%    46.5   21.0  Below Mid
EA.NASDAQ     Electronic Arts       200.40      4.33%    43.7   33.8  Below Mid
MAA.NYSE      Mid-America Apt.      133.47      4.45%    47.2   11.4  Below Mid
MNST.NASDAQ   Monster Beverage       83.76      4.61%    64.4   34.3  Above Mid

BB Width below 1% is extremely rare — Avidity Bio at 0.78% is on the verge of a major move.
Confluent (ADX 40.2, RSI 68.1, Above Mid) is the highest-probability bullish breakout candidate.
You ask

"Find stocks where the MACD histogram just crossed from negative to positive (bullish crossover), price is above the 200-day SMA, and today's volume exceeded the 20-day average. Only show stocks with a market cap above $10 billion."

Fresh MACD bullish crossovers confirmed by above-average volume — the classic momentum entry signal. These crossovers happened in the last trading session.
Claude returns
output
9 stocks — fresh MACD bullish crossover, above 200-day SMA, above-avg volume, mkt cap >$10B:

Symbol        Name                  Price      MACD     Signal   Histogram   RSI   Vol Ratio  vs SMA200
────────────  ────────────────────  ────────   ──────   ──────   ─────────   ───── ─────────  ─────────
COHR.NYSE     Coherent               248.18    10.038    9.342     0.696      66.2    1.06     +90.5%
PAAS.NASDAQ   Pan American Silver     64.70     1.300    1.049     0.251      61.1    1.01     +68.1%
NTRA.NASDAQ   Natera                 212.12    -5.687   -5.864     0.177      42.3    1.11     +13.6%
MTD.NYSE      Mettler-Toledo       1,377.55   -14.816  -14.991     0.176      45.3    1.08      +5.3%
AU.NYSE       AngloGold Ashanti      114.25     3.679    3.520     0.159      61.0    1.50     +66.3%
AG.NYSE       First Majestic Silver   27.55     1.134    1.005     0.129      65.5    1.23    +120.7%
MNST.NASDAQ   Monster Beverage        83.76     1.142    1.129     0.013      64.4    1.03     +22.4%
GAP.NYSE      Gap                     28.77     0.307    0.304     0.003      59.2    1.78     +20.6%

Crossovers are rare by definition — that's what makes this scan valuable.
AngloGold at 1.50× average volume is the strongest volume confirmation signal.
You ask

"Over the last 5 years, what happened when stocks with a market cap over $10 billion had an RSI below 30? What was the average return 20 trading days later? Show the win rate, average return, median return, best, and worst outcomes."

A statistical backtest across 37,000+ real oversold signals — does buying the dip actually work? Here's the data from 5 years of live market history.
Claude returns
output
RSI < 30 backtest — large-caps (mkt cap >$10B), 5-year lookback, 20-day forward return:

Metric                      Result
────────────────────────    ──────────
Total signals                37,743
Win rate                    60.4%
Avg 20-day return           +2.29%
Median 20-day return        +1.78%
Return std deviation         10.19%
Best return                +477.9%
Worst return                -59.8%

60.4% win rate across 37,743 signals — a statistically robust edge.
Median close to average means the result isn't driven by outliers.
Individual trades are risky; the edge shows up over many trades.
You ask

"Find stocks with a market cap above $5 billion where a bullish candlestick pattern (hammer, morning star, bullish engulfing, bullish harami, or 3 white soldiers) appeared in the last few days and the stock is within 5% of its 200-day SMA. Show the pattern name, RSI, and volume ratio."

Real-time candlestick reversal signals near a key technical level — the 200-day moving average. These are the blue-chip names where the chart is telling a reversal story right now.
Claude returns
output
11 stocks — bullish candlestick patterns within 5% of 200-day SMA, mkt cap >$5B:

Symbol        Name                  Price      RSI    vs SMA200  Pattern              Vol Ratio
────────────  ────────────────────  ─────────  ─────  ─────────  ────────────────────  ─────────
BRK-B.NYSE    Berkshire Hathaway B   498.20    52.7     +1.1%    Hammer                 0.87
COST.NASDAQ   Costco                 985.27    54.9     +3.5%    Hammer                 0.75
TMUS.NASDAQ   T-Mobile               215.46    65.4     -3.9%    Hammer                 0.74
AXP.NYSE      American Express       346.18    42.9     +3.7%    Bullish Engulfing      0.87
TMO.NYSE      Thermo Fisher          513.56    28.4     +1.7%    Morning Star           0.94
BLK.NYSE      BlackRock            1,081.28    48.0     +0.1%    Hammer                 0.84
SYK.NYSE      Stryker                377.32    65.6     +0.7%    Bullish Engulfing      1.18
COF.NYSE      Capital One            208.42    38.2     -4.0%    Bullish Engulfing      0.68
DUK.NYSE      Duke Energy            126.37    63.7     +4.8%    Bullish Harami         1.12
SHW.NYSE      Sherwin-Williams       360.63    53.3     +3.9%    Bullish Harami         0.85
ELV.NYSE      Elevance Health        342.93    48.2     +0.5%    Hammer                 0.58

Thermo Fisher (RSI 28.4, Morning Star, +1.7% above SMA200) — textbook oversold reversal at support.
Stryker at 1.18× volume with Bullish Engulfing is the strongest volume-confirmed signal.
You ask

"Show me defensive stocks (Utilities, Consumer Staples, Healthcare) with a dividend yield between 3% and 8%, market cap over $10 billion, profit margins above 8%, and ROE above 10%. Include the FCF payout ratio and rate each dividend's safety."

A safety-rated list of high-yield defensive stocks — the conservative income investor's starting checklist, with each dividend graded from "Very Safe" to "At Risk."
Claude returns
output
7 stocks — defensive sectors, yield 3–8%, mkt cap >$10B, margin >8%, ROE >10%:

Symbol        Name                  Sector               Yield%    P/E   FCF Pay%  Safety
────────────  ────────────────────  ───────────────────  ──────    ───── ─────────  ──────────
GIS.NYSE      General Mills         Consumer Defensive   5.34%     9.8     49%     Very Safe
KMB.NYSE      Kimberly-Clark        Consumer Defensive   4.83%    21.5     73%     Caution
CLX.NYSE      Clorox                Consumer Defensive   4.02%    20.1     56%     Safe
KOF.NYSE      Coca-Cola Femsa ADR   Consumer Defensive   3.60%    43.3     16%     Safe
PEP.NASDAQ    PepsiCo               Consumer Defensive   3.37%    28.2     41%     Very Safe
GSK.NYSE      GlaxoSmithKline ADR   Healthcare           3.00%    15.7     43%     Very Safe
LNT.NASDAQ    Alliant Energy        Utilities            3.00%    21.0      9%     Very Safe

7 results — tight filter is a feature, not a bug.
General Mills at 5.3% yield with "Very Safe" rating is the standout.
You ask

"Show me Johnson & Johnson's annual dividend payments and free cash flow over the last 10 years. Include the payout ratio and year-over-year dividend growth."

A decade of J&J's dividend discipline — consistent growth, sustainable payout ratios, and the kind of track record that defines a Dividend Aristocrat.
Claude returns
output
Johnson & Johnson (JNJ) — annual dividends, FCF, and payout ratio (10 years):

Year    Dividends($B)   Free Cash Flow($B)   Payout%   Div Growth%
──────  ─────────────   ──────────────────   ───────   ──────────
2025         9.25              14.23            65%       -21.8%
2024        11.82              18.06            65%        +0.5%
2023        11.77              18.25            65%        +0.8%
2022        11.68              17.19            68%        +5.9%
2021        11.03              19.76            56%        +5.3%
2020        10.48              20.19            52%        +5.7%
2019         9.92              19.92            50%        +4.5%
2018         9.49              18.53            51%        +6.2%
2017         8.94              17.78            50%        +3.7%
2016         8.62              15.54            55%          —

Dividends grew $8.6B → $11.8B (2016–2024), ~4% CAGR.
Payout ratio consistently 50–68% — well within the safe zone.
Note: 2025 shows a drop because it is a partial year (3 quarters).
You ask

"Find companies in defensive sectors (Utilities, Consumer Staples, Healthcare, Industrials) that have been profitable every single quarter for the last 5 years, pay a dividend between 3% and 7%, and have a market cap above $10 billion. Show their earnings track record."

Companies with a perfect profitability streak and a solid dividend — the sleep-well-at-night portfolio shortlist.
Claude returns
output
11 stocks — perfect earnings streaks in defensive sectors, yield 3–7%, mkt cap >$10B:

Symbol        Name                       Sector             Yield%   Record   P/E    Margin%
────────────  ─────────────────────────  ─────────────────  ──────   ──────   ─────  ───────
ASR.NYSE      Grupo Aeroportuario ADR    Industrials        6.88%   19/19    14.2    31.7%
UPS.NYSE      UPS                        Industrials        5.56%   20/20    18.2     6.3%
GIS.NYSE      General Mills              Consumer Def.      5.34%   20/20     9.8    13.5%
KMB.NYSE      Kimberly-Clark             Consumer Def.      4.83%   20/20    21.5    12.3%
TGT.NYSE      Target                     Consumer Def.      3.99%   19/19    14.0     3.6%
NVO.NYSE      Novo Nordisk ADR           Healthcare         3.81%   20/20    13.3    33.1%
PEP.NASDAQ    PepsiCo                    Consumer Def.      3.37%   20/20    28.2     8.8%
WTRG.NYSE     Essential Utilities        Utilities          3.32%   19/19    16.5    28.1%
CNI.NYSE      Canadian National Railway  Industrials        3.27%   20/20    19.4    27.3%
MDLZ.NASDAQ   Mondelez                   Consumer Def.      3.22%   20/20    31.8     6.4%
WEC.NYSE      WEC Energy                 Utilities          3.16%   20/20    24.1    15.9%

UPS (5.56% yield, perfect 20/20) and Novo Nordisk ($217B, 20/20) —
exactly the reliability income investors demand.
You ask

"Show me Procter & Gamble's annual revenue, free cash flow, and dividend payments over the last 6 years. Include the FCF payout ratio and year-over-year dividend growth."

P&G's annual dividend discipline — consistent growth, sustainable payout ratios, and the free cash flow fortress that defines a Dividend King with 60+ years of consecutive increases.
Claude returns
output
Procter & Gamble (PG) — annual revenue, FCF, dividends, and payout ratio (6 years):

Year    Revenue($B)   FCF($B)   Div Paid($B)   FCF Payout%   Div Growth%
──────  ───────────   ───────   ────────────   ───────────   ───────────
2025       63.6         11.5        7.4             64%          +2.1%
2024       84.7         16.8        9.9             59%          +4.7%
2023       82.0         13.8        9.5             69%          +3.4%
2022       80.2         13.0        9.2             71%          +5.3%
2021       76.1         14.3        8.7             61%          +7.2%
2020       71.0         16.5        8.1             49%            —

FCF payout ratio 49–71% — well within the safe zone throughout.
Revenue grew $71B → $85B (2020–2024). Note: 2025 is a partial year (3 quarters).
You ask

"Show me the highest-yielding US utility stocks with a market cap above $5 billion, profit margins above 5%, and positive ROE. Only show US-based companies, no ADRs. Include profit margin, ROE, and P/E ratio."

The complete US utility yield landscape — ranked by yield, with quality metrics to assess the business behind the dividend. The regulated cash machines income investors love.
Claude returns
output
6 US utility stocks — mkt cap >$5B, margin >5%, positive ROE (sorted by yield):

Symbol        Name              Mkt Cap    Yield%    P/E    Margin%    ROE%
────────────  ────────────────  ─────────  ──────    ─────  ───────    ─────
AES.NYSE      AES Corp           $11.6B    4.35%    10.7     8.7%     5.1%
ES.NYSE       Eversource         $27.6B    4.20%    16.2    12.5%    10.8%
D.NYSE        Dominion Energy    $55.3B    4.07%    21.2    16.8%     9.2%
DUK.NYSE      Duke Energy        $97.4B    3.33%    22.0    13.3%     9.1%
EXC.NASDAQ    Exelon             $47.2B    3.33%    18.5     9.6%    10.2%
WEC.NYSE      WEC Energy         $37.7B    3.16%    24.1    15.9%    11.6%

US-only (no ADR distortions). AES at 4.35% is the highest-yielding name.
Regulated revenues provide predictable, bond-like income with dividend growth.
You ask

"Find non-financial companies with a market cap between $5 billion and $100 billion that grew revenue more than 25% year-over-year and have positive profit margins. Sort by revenue growth."

The hottest growth stories in the mid-cap universe — companies with explosive revenue expansion and real profitability, sorted by who's growing fastest.
Claude returns
output
20 stocks — non-financial, mkt cap $5B–$100B, rev growth >25%, positive margins (top 13 shown):

Symbol        Name                  Sector             Rev Growth%   Earn Growth%   Margin%   P/E
────────────  ────────────────────  ─────────────────  ──────────── ─────────────   ───────   ─────
NBIS.NASDAQ   Nebius Group          Communication         355.1%          0.0%       60.0%     —
CRDO.NASDAQ   Credo Technology      Technology            272.1%       6150.0%       26.6%   107.6
VG.NYSE       Venture Global        Energy                259.5%          0.0%       23.0%    10.8
IAG.NYSE      IAMGold               Basic Materials       131.6%        362.0%       23.3%    38.9
ARGX.NASDAQ   argenx ADR            Healthcare             95.5%        272.7%       41.6%    35.1
ALAB.NASDAQ   Astera Labs           Technology             91.8%         79.6%       25.7%   106.0
FSLR.NASDAQ   First Solar           Technology             79.7%         45.7%       27.7%    17.9
FNV.NYSE      Franco-Nevada         Basic Materials        77.3%         88.6%       60.1%    53.2
CWAN.NYSE     Clearwater Analytics  Technology             77.1%        202.8%       61.3%    14.7
KSPI.NASDAQ   Kaspi.kz              Technology             73.1%          3.5%       30.1%     6.4
OKE.NYSE      ONEOK                 Energy                 71.9%         26.2%       10.6%    15.6
RDDT.NYSE     Reddit                Communication          69.7%        247.4%       24.1%    53.2
…and 8 more

First Solar at 80% growth, P/E 17.9 — the "growth at a reasonable price" standout.
You ask

"Show me NVIDIA's quarterly revenue, gross margin, operating margin, and net margin over the last 3 years. I want to see how profitability scaled with revenue growth."

The most impressive margin expansion story in modern tech — NVIDIA's journey from $7B to $57B in quarterly revenue while expanding every margin metric.
Claude returns
output
NVIDIA (NVDA) — quarterly revenue and margin expansion, last 3 years:

Quarter       Revenue($B)   Gross Margin%   Op Margin%   Net Margin%
────────────  ───────────   ─────────────   ──────────   ──────────
2025-10-31       57.01         73.4%          63.2%        56.0%
2025-07-31       46.74         72.4%          60.8%        56.5%
2025-04-30       44.06          60.5%          49.1%        42.6%
2025-01-31       39.33         73.0%          61.1%        56.2%
2024-10-31       35.08         74.6%          62.3%        55.0%
2024-07-31       30.04         75.1%          62.1%        55.3%
2024-04-30       26.04         78.4%          64.9%        57.1%
2024-01-31       22.10         76.0%          61.6%        55.6%
2023-10-31       18.12         74.0%          57.5%        51.0%
2023-07-31       13.51          70.1%          50.3%        45.8%
2023-04-30        7.19          64.6%          29.8%        28.4%

Revenue: $7.19B → $57.01B — 8× growth in under 3 years.
Net margin expanded from 28.4% to 56.0% as scale unlocked pricing power.
You ask

"Find companies that have beaten earnings estimates every single quarter for the last 3 years, have at least 10 reports, and are growing revenue above 10% with a market cap over $10 billion. Show their beat streak and average surprise percentage."

The companies with perfect execution — not a single earnings miss in 3+ years. The management teams that consistently under-promise and over-deliver.
Claude returns
output
12 stocks — perfect EPS beat streak (3 years), rev growth >10%, mkt cap >$10B:

Symbol        Name               Sector            Beat Streak  Avg Surprise%  Rev Growth%  Margin%
────────────  ─────────────────  ────────────────  ──────────  ─────────────  ───────────  ───────
SITM.NASDAQ   Sitime             Technology         12/12        162.4%         66.3%       -13.1%
APH.NYSE      Amphenol           Technology         12/12         11.6%         49.1%        18.5%
TER.NASDAQ    Teradyne           Technology         12/12         17.8%         43.9%        17.4%
CLS.NYSE      Celestica          Technology         12/12         17.8%         43.6%         6.7%
INTU.NASDAQ   Intuit             Technology         11/11         11.3%         41.0%        21.2%
FIX.NYSE      Comfort Systems    Industrials        12/12         26.7%         35.2%        10.1%
AFRM.NASDAQ   Affirm             Financial Svcs.    12/12        201.7%         29.6%         7.6%
WWD.NASDAQ    Woodward           Industrials        12/12         19.1%         29.0%        12.9%
ANET.NYSE     Arista Networks    Technology         12/12         12.0%         28.9%        39.0%
META.NASDAQ   Meta Platforms     Communication      12/12         12.8%         23.8%        30.1%
BLK.NYSE      BlackRock          Financial Svcs.    12/12          9.0%         23.4%        22.9%
TEAM.NASDAQ   Atlassian          Technology         12/12         22.8%         23.3%        -3.3%

Meta ($1.67T) — 12/12 perfect beat streak. Arista (12/12, 39% margins, 29% growth) is the standout.
You ask

"Show me the fastest-growing Information Technology companies with a market cap above $10 billion. Include revenue growth, profit margin, ROE, P/E ratio, and price-to-sales ratio."

The tech growth leaderboard — from AI infrastructure to semiconductors, ranked by who's growing fastest with full valuation context.
Claude returns
output
12 fastest-growing IT companies (mkt cap >$10B):

Symbol        Name                Industry          Mkt Cap      Rev Growth%   Margin%   P/E    P/S
────────────  ──────────────────  ────────────────  ──────────── ───────────── ───────   ─────  ─────
NBIS.NASDAQ   Nebius Group        Internet Content   $22.3B        355.1%       60.0%    —     61.4
CRDO.NASDAQ   Credo Technology    Semiconductors     $22.5B        272.1%       26.6%  107.6   28.3
CRWV.NASDAQ   CoreWeave           Software-Infra     $47.4B        133.7%      -17.8%    —     11.0
SMCI.NASDAQ   Super Micro         Computer HW        $18.3B        123.4%        3.1%   22.3    0.7
ALAB.NASDAQ   Astera Labs         Semiconductors     $22.0B         91.8%       25.7%  106.0   25.8
FSLR.NASDAQ   First Solar         Solar              $25.0B         79.7%       27.7%   17.9    5.0
PLTR.NYSE     Palantir            Software-Infra    $307.8B         70.0%       36.3%  205.0   68.8
SITM.NASDAQ   Sitime              Semiconductors     $11.1B         66.3%      -13.1%    —     33.8
LITE.NASDAQ   Lumentum            Comm. Equipment    $39.4B         65.5%       12.0%  158.6   18.7
NVDA.NASDAQ   NVIDIA              Semiconductors  $4,626.1B         62.5%       53.0%   46.7   24.7
MU.NASDAQ     Micron              Semiconductors    $461.8B         56.7%       28.2%   39.1   10.9
APH.NYSE      Amphenol            Electronic Comp.  $180.4B         49.1%       18.5%   43.8    7.8

Super Micro: 123% growth, P/S 0.7×. Palantir: 70% growth, P/S 68.8×.
Same growth theme, 100× valuation gap — instant conversation about growth premium vs. value.
You ask

"Compare all market sectors by average and median revenue growth rate, average profit margin, average P/E, and total market cap. Which sectors are growing fastest right now?"

A macro growth dashboard — which sectors are leading and which are lagging, with avg vs. median to reveal when a few outliers are skewing the story.
Claude returns
output
All 11 sectors — revenue growth, margins, P/E, total market cap:

Sector                   Count  Avg Rev Gr%  Median%  Avg Margin%  Avg P/E  Total Mkt Cap
──────────────────────── ─────  ──────────── ───────  ───────────  ───────  ─────────────
Health Care                348     358.9%      8.6%      -7.4%      87.4     $8,879B
Industrials                382     291.1%      6.7%       5.6%      46.7     $7,807B
Financials                 439      27.1%     10.7%      31.2%      35.1    $14,338B
Information Technology     327      22.4%     13.2%       3.1%      64.2    $24,834B
Communication Services     115      15.9%      2.4%       2.1%      35.8    $12,103B
Materials                  156      13.2%      6.4%       6.0%      37.1     $3,186B
Energy                     151      12.0%      4.0%      11.2%      45.4     $3,837B
Consumer Discretionary     263       9.0%      6.6%       5.1%      34.0     $9,121B
Real Estate                135       8.1%      6.9%      18.3%      68.2     $1,692B
Utilities                   84       7.1%      7.5%      11.7%      23.3     $2,122B
Consumer Staples           106       6.8%      3.2%       6.8%      32.7     $4,751B

IT leads on median growth (13.2%) and total market cap ($24.8T).
Health Care avg (358.9%) is biotech outliers — median of 8.6% tells the real story.

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