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Frequently Asked Questions

The why behind the numbers: how Beat Index works, where the data comes from, and what each figure tells you about a company.

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Getting Started

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Do I need a finance background to use Beat Index?

What it means

No. Beat Index is designed so that a first-time investor and a seasoned analyst can both get value from it. Every metric comes with a plain-language explanation of what it measures and what a high or low reading usually signals.

If you have never read a financial statement, that is fine. We explain what each ratio means, why it matters, and what to look for, in straightforward language without assuming you already know the jargon. When a term might be unfamiliar, we link to a glossary entry so you can go deeper at your own pace. More experienced investors will find the same depth they are used to, plus the ability to trace every figure to its XBRL source tag in the filing. You do not need to know what XBRL is to benefit from the fact that we use it; it just means the numbers are the ones the company actually filed.

Related: XBRL

How do I get started?

How it works

Create a free account, search for any company we cover, and you are looking at its filing-sourced financials in under a minute. No credit card, no waiting period.

Signing up takes about thirty seconds: just an email address and a password. Once you are in, type a company name or ticker in the search bar and open its profile. You will see tabs for revenue, margins, cash flow, balance sheet, and more, each populated from the company's most recent 10-K and 10-Q filings. Click any metric to see the formula and the source tag. If you are not sure where to start, the overview page surfaces the signals that matter most in plain language so you have a natural entry point without needing to know what to look for first.

Is my data private, and do you sell it?

What it means

Your account information stays private and is not sold to third parties. Beat Index is an analysis tool, not an advertising platform.

We collect what you provide when you sign up (your email address) and standard usage information like which companies you look at, so we can make the product better. We do not sell, rent, or share your personal data with advertisers or data brokers. We are building a tool we want serious investors to trust, and that kind of trust is not compatible with treating users as the product. Our full privacy policy has the details on exactly what is collected, how it is stored, and your rights over it.

What can I do with Beat Index?

What it means

You can pull up any covered company, read its filing-sourced financials, explore dozens of computed ratios across revenue, margins, cash flow, balance sheet strength, and more, and trace every figure back to the exact line in the SEC filing it came from.

Once you have an account you can search for a company and immediately see metrics organized by theme: how much it earns, how efficiently it converts revenue to cash, how much debt it carries relative to what it generates, and how returns to shareholders compare to the cost of running the business. Each metric shows the formula, the source tag from the filing, and a plain-language note on what to watch for. When a figure is not available because the company did not file it, we say so clearly rather than filling the gap with an estimate. You can also explore charts of how key figures have moved over time, so a single quarter never misleads you.

What companies does Beat Index cover?

What it means

Beat Index covers major US public companies across a broad range of sectors, and we are actively expanding. If a company files with the SEC in the XBRL format, it is a candidate for coverage.

Our current coverage includes large-cap US companies across technology, financials, energy, consumer, healthcare, and industrials, as well as select international companies that file with the SEC as foreign private issuers (on Form 20-F). We are building out coverage steadily and will not pretend the list is complete yet. The best way to check whether a specific company is available is to search for it after signing up. Because our data comes directly from EDGAR, coverage grows as we add parsing support for more tickers rather than waiting on a vendor to license new data.

Related: EDGAR, 10-K, 20-F

What is a 10-K and a 10-Q, and why should I care?

What it means

A 10-K is a company's annual report filed with the SEC, and a 10-Q is the shorter quarterly update filed three times a year between annual reports. They are the primary source of a company's audited financial statements.

Every US public company must file these documents with the Securities and Exchange Commission on a fixed schedule. The 10-K is the most comprehensive: it includes the full income statement, balance sheet, cash flow statement, and extensive notes, all audited by an independent accounting firm. The 10-Q gives you a quarterly snapshot, unaudited but prepared under the same accounting standards. Together they are the official, legal record of a company's financial position. Beat Index reads both directly so the numbers you see are the ones the company certified and filed, not a summary someone else prepared from them. If you want to understand where a figure comes from, the filing is always the answer.

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Related: 10-K, 10-Q, EDGAR

What is Beat Index?

What it means

Beat Index is a fundamental analysis platform that pulls a company's financial figures straight from its SEC filings, computes the ratios that tell you whether the business is healthy, and shows exactly where every number came from.

Every public company in the US files detailed financial statements with the SEC, including annual 10-K reports and quarterly 10-Q reports. Beat Index reads those filings directly using structured XBRL data, the machine-readable format the SEC requires, so nothing passes through a middleman who might relabel or adjust the figures. You get sector-aware ratios (because a bank and a software company should not be measured the same way), plain-language explanations of what each metric signals, and a traceable trail back to the source. The goal is to give individual investors the same quality of fundamental data that institutional analysts rely on, at no cost to get started.

Related: EDGAR, XBRL

Where do I see a company's numbers once I'm in?

How it works

Search for the company by name or ticker, open its profile, and the numbers are organized across tabs by theme: revenue, margins, cash flow, balance sheet, returns, and more.

Each company profile has a set of themed tabs so you can go straight to the area you care about. The revenue tab shows the top line and how it has grown. The margins tab shows what percentage of revenue actually becomes profit at each stage. The cash flow tab tells you how much cash the business generates after expenses and investment. The balance sheet tab covers what the company owns, what it owes, and how comfortably it can service its debt. Every figure is sourced from the most recent filing available, with a note on the period it covers. Click any number to see the formula and the exact EDGAR tag it was pulled from. If a figure is not available for a particular company or sector, we say so rather than leaving a blank you might mistake for zero.

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How We Compare

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Can Beat Index replace my Bloomberg Terminal?

Why

Honestly, no, and it is not trying to. A Terminal is built for real-time trading, news, and execution. Beat Index replaces the part of that workflow where you dig into a company's fundamentals from its filings.

If your work depends on real-time market data, a chat network with the whole Street, and order execution, keep your Terminal. Beat Index is not a substitute for any of that. What it can replace is the slow, manual work of pulling a 10-K, finding the right figures, computing the ratios, and trying to compare them across companies. We do that part directly from the filings and present it cleanly, for a tiny fraction of the cost. Many of our users pair the two: the Terminal for the market, Beat Index for the fundamentals.

Does Beat Index give investment advice or stock picks?

What it means

No. Beat Index gives you the data and the context to make your own decisions; it does not tell you what to buy or sell. Every figure is sourced from filings so you can judge for yourself.

We are a research and analysis tool, not an advisor. You will not find buy or sell ratings, price targets, or hot-stock lists here. What you will find is the company's own reported numbers, the methodology behind every metric, and plain-language explanations of what each one signals, so the judgment stays with you. That is deliberate: the goal is to make you a better reader of the numbers, not to outsource the thinking.

How does Beat Index compare to Koyfin and stockanalysis.com?

Why

Koyfin and stockanalysis.com are clean, capable tools, and both are worth using. The difference is sourcing: they present vendor-aggregated data, while Beat Index reads each figure straight from the SEC filing and shows the trail.

stockanalysis.com is great for a fast, tidy overview, and Koyfin offers strong charting and macro coverage on a freemium plan. We are not here to tell you to stop using them. Where Beat Index earns its place is traceability and depth: every metric links back to the tag in the filing it came from, and we apply sector-aware adjustments (so a bank, an oil major, and a software company are each measured the way their accounting actually works) instead of forcing one template across all of them.

How is Beat Index different from Bloomberg?

Why

Bloomberg is the institutional standard for real-time prices, news, and trading, at a price built for trading desks. Beat Index focuses on one slice of that, fundamental analysis straight from SEC filings, and makes it affordable for individual investors.

A Bloomberg Terminal does hundreds of things and costs roughly $25,000 a year per seat. Most of that is real-time market data, messaging, and execution that a long-term investor never touches. Beat Index is not trying to replace it. We take the fundamentals (the balance sheet, the cash flow, the ratios that tell you whether a business is healthy) and pull them directly from each company's SEC filings, then show our work. If your question is "what do the numbers actually say about this company," that is the question we are built to answer, without a five-figure subscription.

How is Beat Index different from Yahoo Finance?

Why

Yahoo Finance shows you a vendor's summary of a company's financials. Beat Index shows you the company's actual SEC filing, with every number traceable back to the exact tag it came from.

Yahoo is excellent for a quick price check, and it is free. But its fundamental data passes through a third party that cleans, restates, and occasionally mislabels the figures, and when a number looks off there is usually no way to see where it came from. Beat Index parses the 10-K and 10-Q directly from EDGAR, so the free cash flow you see is the free cash flow the company reported, and you can trace it to the source. We also compute the deeper ratios (returns on capital, cash conversion, leverage) that a summary page leaves out.

Related: Free Cash Flow

Is Beat Index free?

Why

You can create an account and start analyzing companies for free. Signing up takes a minute and does not require a credit card.

Getting started costs nothing: make a free account and you can pull up a company, read its filing-sourced metrics, and explore the charts. Our focus right now is making the analysis genuinely useful. If and when we introduce paid plans for power features, we will be clear about exactly what is free and what is not, with no surprises on your card.

What can Beat Index do that a free stock screener can't?

Why

A screener filters companies by a vendor's pre-computed numbers. Beat Index lets you see where each number came from, how it was calculated, and what it means, then compare companies on a like-for-like basis.

Most free screeners are filtering engines sitting on top of vendor data. They are useful for narrowing a list, but they cannot show you the filing behind a metric, the formula we used, or the period it covers. Beat Index does. You get the source tag, the calculation, sector-aware ratios, and plain-language context on what a figure signals, so you are deciding from the filing rather than from a headline number you have to take on faith.

Who is Beat Index for?

What it means

Anyone who wants to judge a company from its actual financials: self-directed investors, students of the market, and analysts who want the filing without a Bloomberg bill. If you have ever wanted to read the numbers instead of the headline, it is for you.

Beat Index is built for the investor who is not satisfied with a summary. You do not need an accounting degree, because we explain what each metric means in plain language, and you do not need an institutional budget. Beginners use it to learn what the numbers signal; experienced investors use it to check a thesis against the source filing and compare companies on a consistent basis. If your only goal is a real-time options chain or live news, a trading platform will serve you better, and we will happily say so.

Why does a Beat Index number sometimes differ from the one on Yahoo?

Why

Almost always because we are reading the company's filing directly while Yahoo is showing a vendor's adjusted version. When they disagree, ours is the one you can trace to the source.

Differences usually come from three things: a vendor restating a figure, a different choice about which line items roll into a total (for example, what counts as cash, or how operating cash flow is defined), or a timing lag around a new filing. Because Beat Index ties every number to the exact tag in the 10-K or 10-Q, you can see precisely how we arrived at ours. That does not make every vendor number wrong, but it does mean you never have to guess where our figure came from.

Why does Beat Index pull straight from SEC filings instead of a data vendor?

Why

Because the filing is the audited, primary source. A data vendor is a copy of a copy, and every copy is a chance for an error to slip in unnoticed.

Every public company files structured XBRL data alongside its 10-K and 10-Q. It is audited, tagged to the GAAP taxonomy, and free to anyone. When a vendor re-keys or normalizes that data, they can introduce restatements and labeling choices you never see. We treat the filing as our single source of truth, so there is no black box between what the company reported and what you read. When we cannot compute something because the company did not file it, we tell you that too, instead of quietly filling the gap with an estimate.

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Related: XBRL, EDGAR

Why not just build this in a spreadsheet myself?

Why

You can, and it is a great way to learn. But pulling the right figures from each 10-K, updating them every quarter, and translating them into sector-appropriate ratios by hand is slow work that Beat Index handles automatically, with every source shown.

A well-built personal spreadsheet is a real asset, and we would never tell you to stop building one. The friction starts when you have to fetch a figure: find the right filing on EDGAR, locate the correct line, decide which accounting tag it maps to, and then repeat that across a dozen companies every quarter. Beat Index does that part automatically, straight from the XBRL data the company filed, and it applies sector-aware adjustments so you are not comparing a bank's gross margin to a software company's using the same formula. The numbers come with their source tag and the formula used, so your spreadsheet and ours should agree, and when they do not you have a clear starting point to find out why.

Why not just read the filings on SEC EDGAR directly?

Why

EDGAR is the primary source and it is free. We actively encourage reading the actual filing. Beat Index just parses the XBRL data inside it into clean, charted, comparable metrics so you spend less time hunting through footnotes and more time on the analysis.

A 10-K for a large company can run to two hundred pages. The core financial statements are maybe ten of those, but even they require knowing which line items to combine, how a bank's revenue differs from a retailer's, and what changed between quarters. Beat Index reads the same structured XBRL data that EDGAR publishes, extracts every relevant figure, and presents it in a consistent layout across every company, with the source tag shown so you can go straight back to the filing to verify it. Think of us as a structured index into the filing, not a replacement for it. If you want the management commentary, the risk factors, or the full footnote disclosure, the filing is one click away and always will be.

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Data & Sources

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Does Beat Index cover IFRS filers and foreign companies?

What it means

Yes. Foreign companies that list in the U.S. file a 20-F with the SEC, often under IFRS. Beat Index handles both U.S. GAAP and IFRS filings, applying the right methodology for each standard.

Many large foreign companies, including major European, Asian, and pharmaceutical firms, have shares or ADRs trading in the U.S. and are therefore required to file with the SEC on Form 20-F. Most of those filers report under IFRS rather than U.S. GAAP. The XBRL tags differ between the two standards, and some metrics are defined differently (for example, IFRS allows capitalizing certain costs that GAAP expenses). Beat Index is aware of these differences and applies IFRS-appropriate logic when parsing those filings, rather than forcing a GAAP template onto them. If you are comparing a U.S. company to a foreign IFRS filer, the underlying accounting standards differ, and we surface that so you can factor it into your analysis.

Related: IFRS, GAAP, 20-F

How accurate is the data?

Why

The figures come from audited XBRL filings, so they reflect exactly what the company reported to the SEC. The audit opinion covers the financial statements; our job is to read those statements faithfully and compute ratios consistently.

Every figure you see is pulled from the XBRL data the company submitted with its 10-K or 10-Q. Annual figures are audited by an independent accounting firm; quarterly figures are reviewed (a lighter standard, but still covered by the auditor). Our accuracy risk is in the parsing and ratio logic, not in the source data. We test extensively to make sure our formulas match what the filing reports, and when we apply a sector-specific adjustment (like excluding CapEx from a bank's free cash flow calculation, because banks do not file CapEx in XBRL), we document why. We also run our computed metrics against independent cross-checks. If a figure ever looks wrong to you, the source tag is there so you can check the filing directly.

Related: GAAP, Audit Opinion

How fresh is the data?

How it works

Metrics update after each new 10-K or 10-Q is filed and parsed. There can be a short lag between when a company publishes its filing and when the updated numbers appear on Beat Index.

The filing is the triggering event: a company files its 10-Q, EDGAR makes the XBRL data available, and Beat Index picks it up in the next parse cycle. In practice that means most companies are current to their most recent quarterly filing, with any lag measured in hours to a day, not weeks. Around earnings season, when dozens of companies file at the same time, the queue can stretch slightly. If you are looking at a company right after a fresh filing and the numbers have not updated yet, you will see the prior quarter reflected, and we display the period the data covers so you always know which filing you are looking at.

What happens when a company restates its earnings?

How it works

When a company restates, it files amended documents with the SEC. Beat Index reflects the restated figures because the amended filing becomes the official record.

A restatement means the company has gone back to the SEC and filed corrected financials, usually as an amended 10-K (10-K/A) or 10-Q (10-Q/A). That amendment is the authoritative version, and EDGAR marks it as such. Beat Index picks up the amended filing in the next parse cycle, so the numbers you see will reflect what the company now says it earned, not the original figures. If you remember the original and the restated number looks different, that is the restatement at work, not an error on our side. Restatements are relatively rare, but when they happen, the SEC filing record is always the place to look for the official version of events.

Related: Restatement, 10-K

What if a company has not filed its latest quarter yet?

How it works

If the filing has not hit EDGAR yet, Beat Index shows the most recently available quarter and labels it clearly. We do not extrapolate or estimate the missing period.

Companies have a deadline to file after each quarter ends (typically 40 days for large accelerated filers, 45 days for smaller filers), but many file earlier or later, and some request extensions. Between when a quarter closes and when the 10-Q lands on EDGAR, the most recent data we have is the prior quarter. The period label on every metric tells you which filing it reflects, so you always know whether you are looking at the latest filed quarter or a slightly older one. If you are checking a company right after earnings season and the data looks stale, it is likely the filing is in flight. Check back in a day or two, or look up the company's filing date directly on EDGAR.

What is EDGAR?

What it means

EDGAR (Electronic Data Gathering, Analysis, and Retrieval) is the SEC's free public database of every filing that U.S. public companies are legally required to submit, including 10-Ks, 10-Qs, and proxy statements.

The SEC phased in mandatory electronic filing through the mid-1990s, and EDGAR has been publicly searchable ever since. Structured, machine-readable XBRL data (the part Beat Index parses) was layered on later, required for most large companies from 2009 onward. If a company's shares trade on a U.S. exchange, its filings are in EDGAR, with XBRL-tagged financials available for recent years. Because it is the official regulatory record, EDGAR is the most authoritative source of financial data that exists for U.S. public companies. Beat Index uses EDGAR as its foundation: we pull the filing, parse the structured data, and present it to you with the source visible so you are always one click away from the original document.

Related: EDGAR, 10-K, 10-Q

What is XBRL, and why does it matter?

What it means

XBRL (eXtensible Business Reporting Language) is the structured tagging format that companies attach to every figure in their SEC filings so it can be read by software, not just humans. It is what makes machine-scale financial analysis possible.

Before XBRL, every analyst had to read a PDF and type numbers into a spreadsheet by hand, which meant errors and inconsistency. Now every line item in a 10-K or 10-Q is tagged with a standardized label from the GAAP taxonomy (for U.S. filers) or the IFRS taxonomy (for foreign private issuers). Those tags tell you not just what a number is, but exactly what accounting concept it represents and what period it covers. Beat Index reads those tags directly, which means we know precisely which EDGAR concept maps to, say, "operating cash flow" for each company, rather than guessing from a column header. When the tag is ambiguous or missing, we tell you that, rather than quietly filling the gap.

Related: XBRL, GAAP, IFRS

Where does Beat Index get its data?

What it means

Every number on Beat Index comes directly from the company's own SEC filing, parsed straight from EDGAR, the public database where every U.S. public company is required to file its reports.

When a company publishes a 10-K (annual report) or 10-Q (quarterly report), it must submit the financial data in a structured, machine-readable format called XBRL alongside the narrative filing. Beat Index reads that structured data directly, ties every figure to the exact tag it came from, and computes ratios on top of it. There is no vendor in the middle re-keying or normalizing the numbers. What the company filed is what you see, and we show our work so you can trace every figure back to its source.

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Related: EDGAR, XBRL

Why does your number sometimes differ from another site's?

Why

Usually because a vendor-aggregated site has made a normalization choice (or introduced a restatement) that differs from what the company actually filed. Beat Index ties every figure to the exact XBRL tag, so ours is always traceable.

Three things cause most discrepancies. First, a data vendor may restate or relabel a figure during their normalization process, and their definition of a metric (say, "operating income") may differ from the tag the company used. Second, there are genuine choices in how totals are constructed: different platforms define "free cash flow" or "net debt" differently. Third, timing: one site may have parsed the latest filing while another has not caught up yet. Because Beat Index surfaces the source tag and period for every figure, you can see exactly how we arrived at ours. When you want to investigate a discrepancy, start by checking which period each site is showing and which line items they rolled up.

Related: Free Cash Flow, XBRL

Why is some data missing or marked N/A?

Why

N/A means the figure is structurally absent from the filing for that company type, not that we could not find it. We mark it honestly rather than filling the gap with an estimate.

Some metrics simply do not apply to certain kinds of companies, and those companies do not file the underlying XBRL tags. Banks, for example, do not file capital expenditure in their cash-flow XBRL statements (their business model does not have CapEx the same way a manufacturer does), so CapEx and metrics that depend on it are N/A for banks. Oil and gas companies often do not separately break out operating income the way a software company does. Foreign IFRS filers may omit tags that exist only in the GAAP taxonomy. In every case, the gap comes from the filing itself, not from a failure in our parsing. We think showing an honest N/A is far better than making up a number or silently substituting a proxy. If you want to understand why a specific metric is N/A for a specific company, the sector methodology note on that metric will explain the structural reason.

Related: CapEx, XBRL

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Understanding the Metrics

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How do I compare two companies fairly?

How it works

Compare companies in the same sector, on the same basis (GAAP vs GAAP, or IFRS vs IFRS), over the same time period, and always adjust for differences in capital structure before drawing conclusions. One ratio never tells the whole story.

A few practical rules make comparisons more meaningful. First, stay within the same sector: a 15% operating margin is unremarkable for a software company but exceptional for a retailer, so cross-sector comparisons need heavy context. Second, check whether both companies use the same accounting standard (GAAP vs IFRS), because treatment of items like leases, goodwill, and revenue recognition can differ materially. Third, when comparing profitability, use metrics that are neutral to capital structure: ROIC and EBIT margins are better than ROE or EPS, which are both affected by how much debt each company carries. Fourth, look at trends, not snapshots: a company with a lower current margin but one that has improved every year for five years may be a more interesting story than one with a higher margin that is slowly eroding. Beat Index lets you pull the same set of metrics for two companies side by side, all sourced directly from their filings, so the basis is consistent.

Related: ROIC, Operating Margin

How do I tell if a company can pay its short-term bills?

What it means

The current ratio compares current assets to current liabilities: a ratio above 1.0 means the company has more short-term resources than short-term obligations. A ratio below 1.0 means it owes more in the next year than it currently holds in liquid assets.

The current ratio is a quick solvency check, not a verdict. A ratio of 1.5 or higher is comfortable for most companies, and 2.0 gives strong headroom, though some well-run retailers and restaurant chains deliberately run lean (near 1.0) because they collect cash from customers before they pay their suppliers, so they do not need a large buffer. The quick ratio (which strips out inventory, since inventory can be hard to liquidate quickly) is a stricter version that suits industries where inventory is slow-moving. If the current ratio is falling year over year, that is worth understanding: it might be a deliberate efficiency choice or it might mean the business is struggling to collect its receivables or is burning through cash. Beat Index shows both the current and quick ratio so you can see how the picture changes with and without inventory.

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Related: Current Ratio, Quick Ratio

How much debt is too much for a company?

What it means

It depends entirely on the stability of the company's cash flows. A utility with predictable income can safely carry far more debt than a cyclical manufacturer. The ratio most investors watch is net debt to EBITDA, and above 4x starts to look uncomfortable for most non-financial companies.

Debt is a tool and can amplify returns when a business earns more than its interest cost. The danger is that debt creates obligations the business must meet regardless of how revenue is doing. For companies with predictable, recurring cash flows (utilities, toll roads, consumer staples), higher leverage ratios are manageable. For cyclical or early-stage businesses, debt can become an existential risk in a downturn. A net debt to EBITDA ratio below 2x is generally considered conservative; 2 to 3x is moderate; 4x and above signals that a significant part of the business's cash generation is committed to debt service. Always look at the trend too: a company deleveraging from 4x to 2x over three years is a very different situation from one that has been at 4x for a decade and just added more.

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Related: Leverage, Net Debt, EBITDA

How should I think about a company's dividend?

What it means

A dividend is a cash payment to shareholders out of the company's earnings. A healthy dividend is one the business can comfortably afford and sustain; a high yield that the business cannot support from free cash flow is a potential trap.

The payout ratio (dividends divided by earnings) tells you what share of profits are being returned to shareholders. A payout ratio below 50% generally leaves plenty of room for the business to invest in growth and still cover the dividend even if earnings slip. Payout ratios above 80 to 90% leave almost no cushion: one bad year could force a cut. The more important test is whether dividends are covered by free cash flow, not just earnings, because earnings include non-cash items that cannot actually be paid out. A company paying dividends out of borrowed money or asset sales rather than genuine operating cash flow is unlikely to sustain that indefinitely. Dividend growth over many years (rising dividends paid from rising free cash flow) is a much stronger signal than a high current yield, which can simply mean the share price has fallen to reflect a business in trouble.

Related: Dividend Yield, Payout Ratio

Is fast revenue growth always a good sign?

What it means

Not always. Revenue growth is only valuable if it eventually produces real cash returns. Growth funded by deep discounting, aggressive credit terms, or unsustainable spend can destroy value even while the top line looks impressive.

Fast revenue growth earns a premium valuation because investors are pricing in the future profit that growth implies. But the quality of that growth matters enormously. Revenue that comes with deteriorating margins, rising receivables that are slow to collect, or customer acquisition costs that exceed the lifetime value of those customers is not compounding shareholder value. A useful check is to look at whether gross margins are expanding or compressing as revenue grows: expanding margins suggest the business has pricing power and is gaining scale; compressing margins often mean the company is buying growth at the expense of profitability. Also pay attention to whether growth is organic (existing products selling to more customers) or acquisition-driven, since acquisitions can inflate the top line without improving the underlying returns.

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Related: Revenue Growth, Gross Margin

What are some earnings-quality red flags I should watch for?

Why

The most common red flags are earnings that consistently outpace free cash flow, receivables growing much faster than revenue, and large or frequent "one-off" charges. These can signal that the accounting is working harder than the business.

Earnings quality refers to how reliably reported profit translates into real economic value. Several patterns are worth watching. First, if net income grows steadily but operating cash flow lags or declines, the company may be recognizing revenue that is slow to collect or booking gains on paper that have not been realised in cash. Second, accounts receivable growing faster than revenue means customers are taking longer to pay, or the company is doing favorable deals at quarter-end to hit a target. Third, the frequency and size of restructuring charges is informative: a company that books "exceptional" items every year is really just running its business at a lower margin than the headline number suggests. Fourth, aggressive revenue recognition, such as booking multi-year contracts all upfront, creates the appearance of a growth trend that the actual billing cycle does not support. Beat Index's forensic and audit tabs surface several of these signals so you can cross-check before drawing conclusions.

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Related: Earnings Quality, Accruals

What counts as a good return on capital?

What it means

There is no universal threshold, but a return on invested capital above roughly 10 to 15 percent over a full economic cycle is generally considered strong in most sectors. More important than the absolute number is whether ROIC exceeds the company's cost of capital and whether it is durable.

The "good" bar shifts by sector because capital intensity varies enormously. A software company with almost no fixed assets might post 40 to 60% ROIC because it earns a lot on a small capital base. A steel mill or an airline might consider 8% excellent because their capital base is enormous and margins are thin. The comparison that matters most is ROIC versus WACC: if a company earns 12% on capital and its cost of capital is 9%, it is creating 3 percentage points of value per year for shareholders. If ROIC has been above WACC for five years in a row, that is a meaningful signal of competitive durability. A single year above average can be a commodity cycle or a one-off sale; a decade of consistent outperformance is something else entirely.

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Related: ROIC, WACC

What do DSO, DPO, and DIO tell me?

What it means

DSO (days sales outstanding) measures how quickly customers pay. DIO (days inventory outstanding) measures how long stock sits in the warehouse. DPO (days payable outstanding) measures how long the company takes to pay its suppliers. Together they map the cash cycle of a business.

Rising DSO often signals that customers are stretching payment terms or that the sales team is booking revenue that is slow to convert to cash. It can also mean the company is offering looser credit to win deals, which flatters revenue but overstates the quality of those sales. Rising DIO can mean demand is softening (inventory is piling up) or that procurement is too aggressive. High DPO means the company is leaning on its suppliers for financing; very high DPO can strain supplier relationships and occasionally signals the company cannot pay promptly. None of these numbers mean anything in isolation: the comparison that matters is against the same company's own history and against sector peers. Some industries structurally have very long or short cycles and that tells you about the business model, not a problem. Note that banks and some other financial companies have no trade receivables, payables, or inventory, so these metrics will be blank for them.

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Related: Days Sales Outstanding, Days Inventory Outstanding, Days Payable Outstanding

What does EPS actually tell me?

What it means

Earnings per share (EPS) is net income divided by the share count (diluted EPS, the more conservative measure, uses the fully diluted count). It tells you how much of the company's accounting profit belongs to each share you own, but it is one of the most easily manipulated headline numbers in finance.

EPS can grow for good reasons (the business is genuinely more profitable) or for cosmetic ones (the company bought back shares, reducing the denominator without the business earning more). A company can also boost reported EPS by cutting investment in R and D, maintenance, or marketing, which flatters this year's number at the expense of future earnings power. Diluted EPS, which counts stock options and convertible instruments as if they were already shares, is more conservative and more honest than basic EPS. When reading EPS, always cross-reference it with free cash flow per share: if EPS is rising but FCF per share is flat or falling, the accounting gains are not translating into real money. The price-to-earnings ratio (P/E) is built on EPS, so the same caveats apply to any valuation built on it.

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Related: Earnings Per Share, Price to Earnings

What does negative free cash flow tell me about a company?

What it means

Negative free cash flow means the business spent more cash than it generated from operations after capital expenditure. That can be a healthy sign of heavy growth investment, or it can be a warning that the core business is not self-sustaining. Context decides which.

A fast-growing company building data centers, factories, or new store networks will often show negative FCF for years because it is plowing cash into assets that will generate returns later. Netflix did this for years, running deeply negative free cash flow to fund its content library before it turned cash-generative, and patient investors were rewarded. The warning sign is negative FCF in a mature, slow-growth business with rising debt and no obvious investment surge to explain the shortfall: that pattern suggests the core operations are not covering their own costs. A few useful questions to ask: Is revenue growing quickly? Is the capex elevated and one-off, or recurring? Is the company raising new debt or equity each year to stay alive? The trend over three to five years tells you far more than a single negative quarter.

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Related: Free Cash Flow, Capital Expenditure

What do profit margins actually tell me about a business?

Why

Margins reveal whether a business has pricing power and controls its costs well. A company with durable, high margins is usually earning more than competitors can easily take away.

A high and stable margin over many years is one of the strongest signals that a company has a genuine competitive advantage, whether that comes from a brand, proprietary technology, scale, or switching costs. Margins that compress over time suggest rising competition, weakening pricing power, or cost structures that are getting out of control. Margins that expand while revenue grows are often a sign of operating leverage: the business is growing without adding overhead at the same rate, which means more of each extra dollar of revenue drops to the bottom line. Always compare margins within the same sector, because a 10% net margin might be excellent for a supermarket and thin for a software company. Beat Index applies sector-aware context so those comparisons are meaningful.

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Related: Operating Leverage, Net Margin

What is EBITDA, and what does it leave out?

What it means

EBITDA is earnings before interest, taxes, depreciation, and amortization. It is widely used as a rough proxy for operating cash flow, but it ignores the capital spending a business needs to stay competitive, which can make it flattering for capital-intensive companies.

EBITDA was designed to make it easier to compare profitability across companies with different capital structures and tax rates, since it strips out financing costs and non-cash accounting items. That is genuinely useful: if two companies have identical operations but one has more debt, EBITDA lets you compare the underlying business without penalizing the levered one. The problem is that "D and A" (depreciation and amortization) exist for a reason: they reflect the wearing out of real assets that have to be replaced eventually. A company with aging machinery, heavy plant, or software infrastructure that needs constant re-investment should not be compared on EBITDA to an asset-light software firm as if they were equivalent. Charlie Munger was famously dismissive of it, warning that it paints a far more flattering picture than the real economics of a capital-heavy business. Used with awareness of those limits, EBITDA is a useful input; treated as a substitute for free cash flow, it can mislead.

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Related: EBITDA, Depreciation and Amortization

What is interest coverage and why does it matter?

Why

Interest coverage is operating income divided by interest expense: it shows how many times over a company can pay its interest bill from current earnings. The lower the ratio, the less room for error if revenue drops.

A company with an interest coverage ratio of 8x earns eight dollars of operating income for every one dollar of interest it owes. That leaves a lot of cushion if sales soften or costs rise unexpectedly. A company at 1.5x is essentially spending almost all of its operating profit just to service debt, with almost nothing left over and no margin for a bad quarter. Credit analysts often treat coverage below 2x as a distress signal. Interest coverage is especially useful alongside the leverage ratio because they answer different questions: leverage tells you how much debt is piled up, coverage tells you whether the business generates enough income to stay current on that debt right now.

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Related: Interest Coverage, EBIT

What is intrinsic value and how is it estimated?

What it means

Intrinsic value is an estimate of what a business is actually worth based on the cash it is expected to generate in the future, discounted back to today. It is the foundation of value investing, and it is always an estimate, not a fact.

The most rigorous way to estimate intrinsic value is a discounted cash flow (DCF) model: project the company's future free cash flows, then discount them at a rate that reflects the risk of those cash flows (the cost of capital). The result is what those future cash flows are worth in today's money. The honest caveat is that a DCF is only as good as its assumptions, and small changes in growth rate or discount rate can swing the result dramatically. That is why analysts often use a range of scenarios rather than a single number, and why shortcuts like the P/E ratio and EV/EBITDA are widely used as rough sanity checks rather than replacements. Beat Index shows several valuation metrics so you can triangulate rather than rely on any single estimate. The core discipline is still the same: the price you pay relative to the value you get determines your return, not the label the market puts on the stock today.

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Related: Intrinsic Value, Discounted Cash Flow, WACC

What is ROIC and why do investors care about it?

Why

Return on invested capital (ROIC) measures how much operating profit a company earns for every dollar of capital it has deployed. A business that consistently earns more than its cost of capital is creating real economic value; one that earns less is destroying it.

ROIC cuts through the noise of capital structure. A company can inflate its return on equity by loading up on debt, but ROIC is calculated before the financing choices, so it tells you about the underlying business rather than how it is funded. Investors who follow Warren Buffett's framework often put ROIC at the center of their analysis for exactly this reason: it tells you whether the management team is a good steward of the capital shareholders have entrusted to them. A business that earns 20% on invested capital and can reinvest at that rate for a decade will compound dramatically. The comparison to the weighted average cost of capital (WACC) is the key test: ROIC above WACC means the business earns more than it costs to run it, which is the definition of economic profit.

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Related: ROIC, WACC, Return on Equity

What is the cash conversion cycle?

What it means

The cash conversion cycle (CCC) measures how long it takes a company to turn its investments in inventory and receivables into actual cash. A shorter cycle means the business ties up capital for less time, which is a sign of operational efficiency.

The formula is CCC equals days sales outstanding plus days inventory outstanding minus days payable outstanding. DSO is how long it takes to collect from customers. DIO is how long inventory sits before it is sold. DPO is how long the company takes to pay its own suppliers. A negative CCC, which Amazon and some large retailers achieve, means they collect from customers before they have to pay suppliers, effectively financing themselves at no cost. A high CCC means capital is tied up for a long time, which can strain liquidity and force the company to borrow just to keep operating. Tracking CCC trends is as useful as the absolute number: a rising CCC in a stable business often means customers are paying more slowly or inventory is building up, both of which are early warning signs worth investigating.

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Related: Cash Conversion Cycle, Working Capital

What is the difference between gross, operating, and net margin?

What it means

Gross margin shows how much revenue is left after direct production costs. Operating margin deducts the overhead of running the business. Net margin is what survives after interest and taxes. Each one reveals a different layer of efficiency.

Think of them as three filters on the same revenue dollar. Gross margin (revenue minus cost of goods sold, divided by revenue) tells you how efficiently a company produces its product or service before any corporate overhead is counted. A high gross margin means pricing power or low input costs. Operating margin brings in expenses like marketing, R and D, and salaries: it tells you whether the business model itself is profitable to run, not just to produce. Net margin is the final cut after the company has paid its lenders and the tax authority, so it captures the full cost of the capital structure as well. A company can have an excellent gross margin but a weak net margin because of heavy debt or a bloated head office. Reading all three together gives you a much clearer picture than any one alone.

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Related: Gross Margin, Operating Margin, Net Margin

Why does free cash flow matter more than net income?

Why

Free cash flow is the actual money a business produces after it has paid to keep itself running and maintained its assets. Net income is an accounting figure and can be massaged; cash in the bank is harder to fake.

Companies can report healthy net income while burning through cash because accounting rules allow revenue to be recognized before it is collected and expenses to be spread across years. Free cash flow strips most of that away: it is operating cash flow minus capital expenditure, so it reflects what is left after the business has paid the people, the suppliers, and the upkeep. A company that consistently turns profit into real cash can pay dividends, buy back shares, reduce debt, or invest in growth without going back to markets cap in hand. One that cannot do that is relying on borrowed money or future accounting gains to look profitable, and that is a very different story. When in doubt, follow the cash.

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Related: Free Cash Flow, Operating Cash Flow

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Charts & Visualization

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Can I export a chart or its underlying data?

How it works

Yes. Beat Index supports chart export so you can save a visual or pull the data into your own model. Every figure you export is sourced directly from the SEC filing.

The export option is available from the chart controls. You can save the chart as an image for a report or presentation, and the underlying data can be pulled for your own spreadsheet work. Because Beat Index computes everything from the actual XBRL filing rather than a vendor estimate, the exported figures are the same ones you see on the chart, with no rounding or interpretation introduced by a third party. If you are building a model and want to cross-check it against the source, the filing link is always one click away from the metric that used it.

How do I compare a company against its peers?

How it works

Open the comparison view, add the peer tickers you want to benchmark against, and the charts overlay their data on the same axes so you can see where each company stands on the same metric.

The peer view is built for exactly the question "is this company good, or does the whole sector just look good right now?" You pick the metric, say operating margin, and add two or three competitors. Beat Index renders all of them on one chart using the same filing-sourced data and the same calculation methodology, so the comparison is genuinely like-for-like. You can cycle through metrics to see which company leads on efficiency, which leads on returns, and which is carrying more risk. Because every figure comes straight from the SEC filing, you are not comparing one vendor's interpretation of MSFT to another vendor's interpretation of GOOGL.

How should I read the margins chart?

How it works

Look at the direction first, then the level. A margin that is expanding year over year tells a better story than a high but shrinking one.

The margins chart typically shows gross margin, operating margin, and net margin stacked across periods. Start by checking whether each margin is expanding or contracting over time, because that trajectory is more predictive than any single reading. Then look for gaps between them: a wide gap between gross and operating margin means the company is spending heavily on sales or R and D relative to its revenue, which can be either an investment or a problem depending on the context. A narrowing net margin when gross margin is steady often signals rising interest expense or taxes rather than an operational issue. Each margin has a link to its glossary definition so you can check the formula if any figure looks unexpected.

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Related: Gross Margin, Operating Margin, Net Margin

What does the returns chart (ROIC, ROE) reveal about a company?

What it means

Returns tell you how well management converts capital into profit. A consistently high ROIC is one of the strongest signals of a durable competitive advantage.

Return on invested capital (ROIC) answers the question: for every dollar the business has deployed in plant, equipment, working capital, and acquisitions, how much profit does it earn? A company that earns 20% on its capital year after year is compounding value. One that earns 5% is barely covering its cost of capital and may be destroying it. Return on equity (ROE) tells a similar story but from the shareholder's perspective, and it can be inflated by leverage, so Beat Index shows both so you can see the difference. Trending these over five or more years reveals whether strong performance is structural or a one-time event, which is something a single-year number almost never tells you.

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Related: Return on Invested Capital, Return on Equity

What does the risk view help me catch?

Why

It surfaces the metrics most likely to flag a company under financial stress before the stock price reacts: leverage, interest coverage, and liquidity, all trended over time with threshold bands so problems are visible at a glance.

A company can look healthy on the income statement while quietly accumulating debt and watching its coverage ratios deteriorate. The risk view focuses on the balance-sheet and cash-flow metrics that historically precede distress: how much leverage the business carries, whether earnings cover interest payments with room to spare, and whether it has enough liquidity to handle a bad quarter. Showing these as trends rather than snapshots is important because stress builds gradually. A debt-to-equity ratio that enters the fragile zone two years before a crisis is far more actionable than the same figure read in isolation the day it becomes a headline.

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Related: Debt-to-Equity, Interest Coverage, Current Ratio

What do the colored threshold bands (Antifragile, Robust, Fragile) mean?

What it means

The bands give you instant context for where a value lands without making you memorize a number. Antifragile means the metric is in healthy territory, Robust means it is acceptable, and Fragile means it deserves attention.

Reading a debt-to-equity ratio of 1.8 is only useful if you know what 1.8 means for this kind of company. The colored bands encode that judgment visually. Antifragile (usually green) covers the range where companies historically absorb shocks and keep operating. Robust (usually amber) is fine but leaves less room for error. Fragile (usually red) is the range where a bad quarter or a rate rise can create real strain. The thresholds are set with sector context in mind, so a bank is not judged by the same leverage yardstick as a software company.

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Related: Debt-to-Equity, Interest Coverage

When should I use a bar chart versus a line chart?

How it works

Use bars when you want to compare the size of a metric period by period. Use lines when you want to feel the direction and momentum of a trend at a glance.

Bar charts are easier to read when the absolute level matters, for example comparing revenue dollars quarter by quarter to see whether the business is actually growing in real terms. Line charts (and the shaded mountain variant) are better for spotting inflections, the point where a margin started declining or where free cash flow turned positive for the first time. For a volatile metric like working capital, bars help you see each period cleanly. For a smoother metric like return on equity across years, a line makes the trajectory obvious in seconds. Beat Index lets you switch between styles so you can pick whichever view answers your current question.

Why are some tabs behind a free signup, and what is free?

Why

Core metrics and trend charts are free with no account required. A free signup unlocks the deeper analytical tabs, including advanced decompositions and the full comparison view. There is no credit card, and we do not invent a paid tier to pressure you.

We structured it this way because we want anyone to be able to evaluate a company without a registration wall, but we also need a way to understand who uses the platform and to invest in building it further. The free account takes about a minute to create and unlocks the tabs that require more compute or that are most useful for serious research. If we ever introduce paid tiers for power features, we will be explicit about what is in each tier, with no hidden charges. Right now, signing up costs nothing.

Why can I switch between annual and quarterly views?

Why

Annual figures smooth out seasonal swings and are the clearest read of a full-year business. Quarterly figures catch turning points much faster, which matters around earnings season or when something has changed.

A retailer can look weak in Q1 and dominant in Q4 just because of the holiday cycle. If you only look at annual data you miss that rhythm entirely, and if you only look at quarterly data the noise can mislead you. Beat Index gives you the toggle so you can switch depending on what question you are asking. Use annual view to judge long-run trajectory and compare across companies cleanly. Switch to quarterly when you want to see whether the most recent filing is a continuation or a break from the trend.

Why does Beat Index add sector context to a chart?

Why

Because a 90% gross margin is spectacular for a software company and impossible for a grocery chain. Without sector context, the same number means completely different things.

Financial ratios only make sense relative to how that industry works. Banks do not have inventory, so a days-inventory-outstanding figure is meaningless for them. Oil majors carry enormous capital assets, so their leverage looks alarming if you apply software benchmarks to it. Beat Index applies sector-aware adjustments so that the thresholds, the structural fields we mark as unavailable, and the context we surface are calibrated to the accounting reality of that type of business. You are comparing apples to apples, not apples to oil rigs.

Related: Gross Margin, Return on Equity

Why does Beat Index shade a "fragile" zone on a chart?

Why

Because a number in a danger zone you have to consciously calculate is one you can easily skip. Shading forces the signal into your peripheral vision before you decide to ignore it.

Most charting tools put a number on a chart and leave the interpretation entirely to you. That works fine if you already know the thresholds cold. But if you are researching ten companies in an evening, a leverage ratio that crossed into risky territory two years ago is easy to overlook when it is just a line on a graph. The shaded fragile zone means the chart itself raises the flag, so you have to actively decide the risk is acceptable rather than accidentally miss it. The goal is not to make the decision for you, it is to make sure the relevant information is visible when you are making yours.

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Why does the valuation tab show an intrinsic-value range instead of a single price target?

What it means

Any single intrinsic-value figure is false precision. A range is honest: it shows you the span of plausible values given reasonable assumptions, which is a much more useful input to a decision than a number that implies certainty where none exists.

Valuation models are only as good as their assumptions, and small changes in a discount rate or a long-run growth rate produce very different outcomes. Beat Index shows a range so you can see how wide the uncertainty is. A company trading in the middle of a tight range from $80 to $100 is a different situation from one trading at $90 when the range runs from $40 to $200. The range also changes as new filings arrive, because it is anchored to the company's most recent reported figures rather than an analyst's forecast. The goal is to give you a grounded starting point for your own thinking, not a target to take on faith.

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Related: Intrinsic Value, Discounted Cash Flow

Why do the charts pull straight from SEC filings instead of a vendor data feed?

Why

Because the filing is the primary source. Every chart you see is built from numbers the company filed with the SEC under penalty of law, not from a third-party estimate that may have been restated, smoothed, or mislabeled.

Data vendors do useful work, but they introduce a layer between you and what the company actually reported. That layer can adjust figures, fill gaps with estimates, or apply labeling conventions that differ from the filing itself, and when a number looks wrong there is usually no way to trace it back. Beat Index reads the XBRL tags directly from EDGAR, so the revenue on the chart is the revenue the company tagged as revenue in its 10-K. When a figure is unavailable because the company did not file it, we show that explicitly rather than substituting an estimate. The result is that you are always one click away from the source, which makes it far easier to catch a data error or understand an unusual result.

Related: EDGAR, XBRL, 10-K

Why visualize cash flow the way Beat Index does?

Why

Cash flow is the hardest section of a filing for most investors to read, but it is also the one that is hardest to manipulate. Visualizing it across periods immediately shows whether a company is actually generating cash or just reporting earnings.

A company can post rising earnings per share while cash flow from operations quietly declines. That divergence is one of the earliest warning signs of a business under stress, and it is almost invisible if you only look at the income statement. Beat Index breaks cash flow into its components (operating, investing, financing) and trends each one so you can see how the business generates and deploys cash over time. A software company that is growing revenue but consuming cash every quarter deserves a very different read than one that is compounding free cash flow. The full cash-flow view with advanced decomposition is available once you create a free account.

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Related: Free Cash Flow, Operating Cash Flow