Ziggma Stock Score examples

The Ziggma Stock Score. Explained.

A proprietary 0–100 fundamental stock rating that helps long-term investors compare companies across growth, profitability, valuation, and financial health to pick the best performers for their portfolios.

What is the Ziggma Stock Score?

The Ziggma Stock Score is a proprietary 0-100 stock rating that evaluates publicly traded companies across growth, profitability, valuation and financial health. It is designed to help long-term investors compare stocks using fundamental data rather than analyst hype or trading incentives.

The Score

How the Ziggma Stock Score works

The Score combines over 30 financial indicators into one comparable stock rating on a scale of 0–100. The selection of indicators — some industry-specific — and their exact weighting is proprietary, but the framework is transparent.

Score range 0  —  100
01 / Pillar

Growth

Measures whether the company is expanding in a durable way, capturing growth in revenue, earnings and cash flow.

  • Revenue
  • Earnings
  • Cash flow
02 / Pillar

Valuation

Assesses a company’s valuation against peers using earnings yield, sales/market cap and EV, plus operating and cash-flow metrics.

  • Earnings yield
  • Sales/Mkt cap
  • EV multiples
03 / Pillar

Profitability

Captures key profitability metrics, standard and industry-specific — return on equity, return on assets, EBITDA margin and more.

  • ROE
  • ROA
  • EBITDA margin
04 / Pillar

Financial Health

Determines financial health by capturing leverage, liquidity and debt-servicing ratios that signal long-term resilience.

  • Leverage
  • Liquidity
  • Debt servicing


Methodology Overview

Our proprietary model determines how metrics are weighted and combined. The methodology is designed to rank companies against peers based on their combined metrics encompassing growth, valuation, profitability and financial health. 
The result: research and portfolio insights that help Ziggma customers identify the strongest-scoring stocks faster.

Methodology

From raw data to one clear score

Our proprietary model weights and combines 30+ metrics to rank companies against their peers across growth, valuation, profitability and financial health — helping you identify the strongest-scoring stocks faster.

  1. Data Aggregation

    AI-powered ingestion of financial filings and market data.

  2. Capture Key Metrics

    30+ financial and industry-specific data points per company.

  3. Peer Comparison

    Proprietary algorithm benchmarks each stock against true peers.

  4. Four Pillar Scores

    Growth, valuation, profitability and financial health, each scored.

  5. Ziggma Stock Score

    A single, peer-relative score from 0 to 100 per company.

  6. Research & Insights

    Actionable portfolio insights surfaced in your dashboard.

The Four Pillars
  • Growth
  • Valuation
  • Profitability
  • Financial Health

Interpretation

How to interpret the Ziggma Score

The Ziggma Stock Score ranges from 0 to 100 and helps investors assess a company’s prospects relative to industry peers, based on extensive fundamental analysis. Higher scores generally signal stronger return potential.

Live example
AAPL Apple Inc.
Strong 78 /100
0 20 40 60 80 100
0 – 20

Low

Stock Score signaling weak prospects.

20 – 40

Below Average

Stock Score suggesting many stronger peers exist.

40 – 60

Average

Mixed profile with room for improvement.

60 – 80

Strong

Above-average fundamentals and a favorable peer ranking.

80 – 100

Excellent

Signals strong performance prospects.

Scores shown are illustrative examples for demonstration. Live scores update daily inside the Ziggma platform.

Peer Context

Why peer context matters in stock scoring

Financial metrics only make sense in context. Valuation, profitability, margins and leverage look very different for a software company, bank, utility or real estate firm. That’s why the Ziggma Stock Score ranks companies against relevant industry peers — never one-size-fits-all benchmarks.

Same metric, different verdict

20x Price/Earnings

A single Price/Earnings ratio of 20x. Four industries. Four very different conclusions.

Cheap

Software

High margins, asset-light, recurring revenue. Peers typically trade much higher.

Peer median ~ 35x
Expensive

Bank

Balance-sheet driven, cyclical earnings, regulated capital. Peers typically trade in single digits.

Peer median ~ 11x
Fair

Utility

Regulated income model, stable cash flow, slow growth. Peers cluster in the high teens to low twenties.

Peer median ~ 19x
Attractive

Real Estate

Low margins, asset-heavy, debt-funded. Peers often trade well above — making 20x look reasonable.

Peer median ~ 25x
The point A raw multiple tells you almost nothing on its own. Peer context turns a number into a judgment. Every Ziggma Stock Score is calculated against the company’s actual industry — so growth, valuation, profitability and financial health are always graded on the right curve.


Capturing Millions of Data Points Instead of Just One

It’s easy for a company to look like a winner if you only focus on one flashy stat. However, the Ziggma Stock Score looks under the hood from multiple angles, ensuring you don’t get sidelined by a single headline number that doesn't tell the whole story.

The Reality Check:

➡️ The Single-Metric Trap: A "cheap" valuation might hide a company in decline, and high growth can sometimes mask a mountain of debt.

➡️ Multi-Dimensional Insight: We cross-reference different data points so you get a 360-degree view of a stock's actual strength.

➡️ Smarter Decisions: By looking past the surface level, you can avoid "value traps" and invest with a lot more confidence.

Multi-Factor Scoring

Why one metric is never enough

Two companies can look attractive on a single headline number. The Ziggma Stock Score looks across multiple dimensions so investors aren’t misled by one impressive figure hiding weakness elsewhere.

Why one high-growth stock may outscore another

VS

Company A

Higher Score
Revenue Growth Strong
Profitability High
Valuation Reasonable
Financial Health Solid
Ziggma Stock Score
84 /100

Company B

Lower Score
Revenue Growth Strong
Profitability Weak
Valuation Expensive
Financial Health Leveraged
Ziggma Stock Score
52 /100
The point Both companies show strong revenue growth — on that one number, they look alike. But Company B’s growth is funded by debt, sold at a stretched multiple, and isn’t yet profitable. One metric hides three risks. The Ziggma Stock Score surfaces all four pillars together so the full picture comes through.
Scope & Limits

What the Ziggma Stock Score isand is not

The Ziggma Stock Score is a data-first, peer-based stock rating designed to help investors identify stronger companies, spot portfolio weak points and focus their research faster — for example in the stock screener. It is built on fundamental analysis across growth, valuation, profitability and financial health, with no broker conflicts or trading incentives.

What it is

Use it for this

  • A fast way to identify strong stocks worth deeper research.
  • A portfolio insights layer for spotting stronger holdings and weaker links.
  • Independent analysis: 100% research, 0% broker conflict.
  • A data-first framework built on company fundamentals.
  • A peer-based score across growth, valuation, profitability and financial health.
What it is not

Don’t use it for this

  • A price target.
  • Conflicted broker research.
  • A short-term trading signal.
  • A buy, hold or sell recommendation.
  • A guarantee of future performance.
Bottom line The Ziggma Stock Score is a starting point for serious research, not a shortcut to a trade. It surfaces companies with stronger fundamentals so you can spend your time where it matters — the decision is still yours.

Independence

Independent.·No conflict of interest.

Ziggma is not a broker. We don’t earn from trades, order flow, placement or investment banking revenue. The Ziggma Stock Score is built to help investors make better-informed decisions — not to push trading activity.

Independent by design

Built as a research tool, not a brokerage. Our incentives are aligned with informed investors — not transaction volume.

No broker conflicts

Zero revenue from trades, order flow or banking relationships. The analysis you see isn’t shaped by who pays for it.

No paid placement

No sponsored stocks, no boosted rankings, no trading pressure. Scores reflect fundamentals, full stop.

The Ziggma promise: the score in front of you reflects what the data actually shows about a company’s fundamentals against its peers — nothing more, nothing less.

Free to start

See how your holdings score — right now

Connect your portfolio and get a Ziggma Score for every holding. See which names are carrying the weight and which are dragging it down.

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FAQ

Questions about the Ziggma Stock Score

How the score works, what it means for your portfolio, and how to use it alongside other metrics.

What is the Ziggma Stock Score?

The Ziggma Stock Score is a proprietary 0–100 stock rating that evaluates publicly traded companies on fundamental quality across four pillars: growth, valuation, profitability, and financial health. It is designed to help long-term investors compare stocks based on data rather than analyst hype or broker incentives.

The score is peer-relative — a company is ranked against relevant industry peers, not a one-size-fits-all benchmark. A score of 83 means the company ranks in the upper tier of its peer group across all four pillars combined. It appears alongside every holding in the Portfolio Checkup and across the stock screener.

How is the Ziggma Stock Score calculated?

The score combines over 30 financial indicators across four pillars — growth, valuation, profitability, and financial health. Some indicators are industry-specific: leverage thresholds for a bank differ from those for a software company, so the model applies the right metrics for each sector.

The exact weighting of indicators is proprietary, but the framework is transparent: each pillar is scored separately, then combined into a single 0–100 number. Companies are benchmarked against true industry peers, so a score always reflects relative strength within a relevant competitive set — not a raw absolute number.

How do I interpret the score ranges?

The score runs from 0 to 100 and maps to five bands:

0–20 Low Weak fundamentals relative to peers.
20–40 Below Average Stronger peers exist across most pillars.
40–60 Average Mixed profile with room for improvement.
60–80 Strong Above-average fundamentals, favorable peer ranking.
80–100 Excellent Top-tier quality signals across all four pillars.

A portfolio-level score is the weighted average of all holding scores. Ziggma's historical analysis shows portfolios with average scores above 70 have outperformed lower-scoring portfolios by a meaningful margin. See how to interpret and act on portfolio-level metrics for the full framework.

Is the Ziggma Stock Score a buy or sell recommendation?

No. The Ziggma Stock Score is a research and portfolio-quality signal, not a price target, short-term trading signal, or buy/sell recommendation. A high score means a company has strong fundamentals relative to peers — it does not predict short-term price movement or guarantee future returns.

It is best used as a starting point for deeper research and as a portfolio quality layer: identifying which holdings are fundamentally strong and which are dragging the average down. The decision to buy, hold, or sell is always yours. Ziggma is not a broker and earns nothing from trades — see how the Portfolio Checkup surfaces score-based insights across your holdings.

Why does Ziggma compare companies against peers rather than absolute benchmarks?

Because raw financial metrics have no meaning without context. A P/E ratio of 20x is cheap for a software company, expensive for a bank, and roughly fair for a utility — the same number produces three different conclusions depending on the industry.

Peer-relative scoring means a company is always graded on the right curve for its sector. A retailer with a Ziggma Score of 74 ranks in the top quartile of retailers — not of all stocks globally. This makes the score genuinely comparable across different parts of a portfolio without penalizing capital-intensive businesses for being capital-intensive.

What are the four pillars and what does each measure?

Growth — measures whether the company is expanding in a durable way, capturing revenue, earnings, and cash flow growth trends.

Valuation — assesses the company's price relative to peers using earnings yield, sales-to-market-cap, EV multiples, and operating metrics. A company can score well on growth but poorly on valuation if the market has already priced in all the upside.

Profitability — captures return on equity, return on assets, EBITDA margin, and other profitability metrics, including industry-specific ratios where relevant.

Financial Health — evaluates leverage, liquidity, and debt-servicing ratios that signal long-term resilience. A company growing fast but taking on unsustainable debt will score lower here regardless of its growth score.

The four pillars together prevent a single impressive number from hiding weakness elsewhere — see how to analyze a stock portfolio using multi-factor scoring.

How often does the Ziggma Stock Score update?

Scores update daily as market data changes and quarterly as new earnings reports are incorporated. The daily update keeps valuation and momentum metrics current; the quarterly cycle refreshes the profitability and financial health pillars as companies report.

A meaningful score change — typically a shift of 10 or more points — usually signals a material change in a company's fundamentals or its peer group's performance relative to it. It is worth reviewing holdings that drop sharply in score, particularly if growth or financial health is the driver.

How should I use the Ziggma Stock Score to improve my portfolio?

There are three main use cases:

Portfolio quality check — run a Portfolio Checkup to see the weighted average score across all holdings. A score below 50 typically means a handful of weak holdings are dragging the portfolio down. The checkup surfaces the lowest-scoring positions so you know exactly where to focus.

Screening for replacements — when a holding scores poorly, use the stock screener to find higher-scoring alternatives in the same sector. This keeps sector exposure stable while improving the portfolio's average quality.

Pre-trade modeling — before adding a new position, use the Portfolio Optimizer to see how the trade would affect the portfolio's overall score, beta, and diversification before it's placed.

Can I use the Ziggma Stock Score alongside impact or ESG data?

Yes — and this is one of the more useful combinations for investors trying to align financial quality with values. The Ziggma Score surfaces fundamental quality; the Impact Score surfaces real-world alignment across climate action, fair labor, and accountability. The two are calculated independently, so a stock can score well on both, on neither, or on just one.

In practice, combining a minimum Ziggma Score filter (say, 60+) with a climate or impact filter in the screener surfaces companies that are both financially strong and values-aligned — without having to run two separate processes. See how climate impact is measured for how the impact side of that combination works.

Does the score work for ETFs as well as individual stocks?

The Ziggma Stock Score is designed for individual equities, where peer-relative fundamental analysis is most meaningful. ETFs are scored differently — using their own metrics such as expense ratio, yield, and underlying index characteristics — rather than via the four-pillar framework built for company fundamentals.

For a portfolio that mixes individual stocks and ETFs, the Portfolio Checkup surfaces scores for equity holdings alongside ETF-level data, so you can assess the quality of the stock sleeve specifically rather than averaging it with fund-level figures.

How is the Ziggma Stock Score different from analyst ratings or broker research?

Broker analyst ratings — Buy, Hold, Sell — are produced by firms that also earn revenue from investment banking, trading commissions, and order flow. That creates a structural conflict: analysts at full-service brokers have historically issued far more Buy ratings than Sell ratings, regardless of underlying fundamentals.

The Ziggma Stock Score has no such conflict. Ziggma is not a broker, earns nothing from trades, and receives no placement fees. The score reflects what the fundamental data shows about a company relative to peers — nothing more. It is a starting point for research, not a conclusion shaped by who pays for it.

Where does the Ziggma Stock Score appear in the platform?

The score appears in four places across the platform:

Portfolio Checkup — shows a portfolio-level score (weighted average) and surfaces your lowest-scoring holdings by name. See Portfolio Checkup.

Stock Screener — filter and sort stocks by Ziggma Score, either standalone or combined with financial, climate, and impact filters. See free stock screener.

Portfolio Optimizer — shows how adding or removing a position would change the portfolio's average score before the trade is placed. See Portfolio Optimizer.

Individual stock pages — every stock analysis page shows the score alongside the four pillar breakdowns and the company's impact data. See how to analyze a stock portfolio for how to read these together.