Methodology

How we score a dividend.

DividendsCut runs a deterministic safety check on every stock you watch. No black box, no opaque AI score — just four well-known fundamental metrics, weighted by sector, with thresholds calibrated for the company's industry. This page explains exactly what we look at, why, and what the algorithm cannot see.

00

What we track

DividendsCut currently tracks US-listed stocks only — the NYSE, NASDAQ, NYSE American, and OTC markets. That's roughly 8,000+ tickers, including most of the Dividend Aristocrats and Dividend Champions.

Foreign companies aren't tracked directly, but many of them are listed on US exchanges as American Depositary Receipts (ADRs) — a US-traded proxy that represents shares of the underlying foreign stock. ADRs work the same way as native US stocks: they pay dividends, they have ex-dates, you can hold them in any US brokerage account.

Examples:

  • Engie (French utility) → ENGIY
  • Novo Nordisk (Danish pharma) → NVO
  • Alibaba (Chinese tech) → BABA
  • Unilever (UK consumer) → UL
  • Toyota (Japanese auto) → TM

If you try to add a foreign-listed ticker (like ENGI.PA for Engie on Paris), we won't find it — but the ADR alternative usually exists. A quick web search for "[company name] ADR" will surface the US ticker.

Direct international coverage (London, Paris, Tokyo, etc.) is on the roadmap once we have enough scale to justify the data plan upgrade.

01

How we score

DividendsCut computes a 1–10 safety score for each stock in your watchlist. Higher = safer dividend. The score is a weighted combination of four fundamental dimensions:

  • Payout ratio — how much of profits goes out as dividends
  • Cash flow coverage — does actual cash flow cover the dividend
  • Debt / EBITDA — how leveraged the balance sheet is
  • Growth streak — how many consecutive years of increases

The thresholds for each dimension are sector-adjusted — a 70% payout ratio is healthy for a utility but stretched for a tech company. The score recomputes nightly using the latest financial statements.

Weights vary by sector

For most sectors, each of the four dimensions contributes equally (up to 2.5 points each, 10 total). But two financial sub-categories use a different structure:

Banks (like JPMorgan, Goldman Sachs, Bank of America) are scored only on payout ratio and growth streak — up to 5 points each. We don't score them on debt or cash flow, because those numbers don't mean for a bank what they normally mean. A bank's customer deposits get recorded as "debt" on the balance sheet, so a debt ratio looks alarming even for the healthiest bank. And bank cash flow swings with trading activity rather than dividend-paying capacity. The honest answer for banks: we verify they have profits backing the dividend and that they've been raising it consistently.

Other financial services companies — asset managers like BlackRock, payment networks like Visa and Mastercard — sit between banks and industrials. We drop the debt dimension (their capital structure isn't really debt in the traditional sense) but keep cash flow coverage. Weights: payout up to 3 points, coverage up to 3 points, growth up to 4 points.

Our bucket thresholds are tuned per sector and updated regularly based on backtest validation against a curated set of historical dividend cuts and dividend champions. The audit log of every methodology change is maintained internally.

Note: the score is computed deterministically from public financial data. No predictive AI is used to assign the score itself. The AI report writes the plain-English summary you see in your health-check, but it does not influence the score number.

02

Payout ratio

Formula

dividends paid / net income

The percentage of profits a company returns to shareholders as dividends. If a company earns $100 and pays $40 in dividends, the payout ratio is 40%.

Why it matters

When a company pays more in dividends than it earns, it has to borrow money or burn through cash reserves to keep the dividend going. That's unsustainable — eventually the company has to cut. Many notable dividend cuts have been preceded by payout ratios climbing well above 90%.

REITs: paper losses vs real cash

For real estate investment trusts (REITs like Realty Income or VICI), the standard payout formula misleads. Accounting rules require REITs to write down their buildings on paper every year — even though real estate often appreciates in practice. That paper write-down reduces reported earnings without reducing the actual cash the REIT generates. The result: a perfectly healthy REIT can show a payout ratio above 200% on paper.

We adjust by adding the paper write-down back to earnings before computing the payout, so the ratio reflects real cash available rather than accounting rules. (For analysts: this is the AFFO numerator — net income plus depreciation and amortization.) Thresholds for REITs are calibrated to this adjusted figure.

Acquisition-heavy pharma: a similar paper gap

Pharmaceutical companies that grow by acquisition face the same paper-vs-cash gap. When one pharma buys another — AbbVie's purchase of Allergan is the classic example — it records the patents and brand value of the acquired company as assets, then writes them down on paper over many years. That paper charge can wipe out most of the combined company's reported earnings, even when actual cash generation is fine.

For healthcare companies where this paper charge is larger than 20% of reported earnings, we add it back when computing the payout — so the metric reflects real cash, not the bookkeeping echo of past deals.

3-year smoothing for one-off years

A single bad earnings year — a litigation settlement, a restructuring charge, a one-time write-down — can push the payout ratio into the red zone even for a company with a healthy long-term track record. To reduce false positives, we apply a 3-year check: if a single-year payout reads as a red flag but the 3-year aggregate payout stays in the stretched band, and net income has not been in strict year-over-year decline for all three years, we downgrade the severity from red flag to stretched.

The trend guard is deliberate. A company whose net income is in genuine multi-year decline keeps the red flag even if the 3-year average looks acceptable — real deterioration should not be smoothed away.

How we bucket it

We map the payout ratio to four buckets: healthy, caution, stretched, and red flag. Each bucket boundary is tuned per sector. Stable-cashflow sectors (utilities, REITs, consumer staples) can sustain higher payout ratios than volatile ones (tech, energy). The exact numbers are calibrated against historical cut patterns.

03

Cash flow coverage

Formula

free cash flow / dividends paid (operating cash flow / dividends paid for utilities)

How many times over the dividend is covered by actual cash generated from the business. A coverage of 2.0× means the company generates twice as much cash as it pays in dividends.

Why it matters

Net income includes non-cash items (depreciation, amortization, write-downs). Cash flow is closer to the real money a business produces. Some companies report a profit on paper while actually burning cash — coverage catches that.

If coverage drops below 1.0×, the company is paying dividends with debt or shrinking cash reserves. That's a red flag.

Utilities: cash before grid spending, not after

For utilities (Duke Energy, NextEra, Southern Company), we use a slightly different cash flow figure — one that doesn't subtract their grid-building investments. Regulated utilities are intentionally capital-intensive: they finance grid expansions and infrastructure upgrades with regulated debt every year. If we judged them on "cash left over after spending" the way we'd judge a software company, the answer would be near zero or negative even when the dividend is perfectly safe.

So for utilities, we measure the cash they generate before subtracting that infrastructure spend (in technical terms: operating cash flow rather than free cash flow). We use calibrated thresholds for this measure: healthy above 2.0×, caution at or above 1.5×, stretched at or above 1.0×.

How we bucket it

Coverage is mapped to four buckets — healthy, caution, stretched, red flag. As with payout, the thresholds shift by sector: stable-cashflow industries can sustain tighter coverage than volatile ones. A single bad year doesn't immediately trigger the red flag if the three-year aggregate coverage stays healthy — this prevents false positives from one-off events like acquisition capex spikes or working-capital swings.

04

Debt to EBITDA

Formula

net debt / EBITDA

How many years of operating earnings (EBITDA) it would take to pay off the company's net debt. A ratio of 2.0× means two years of full EBITDA would clear the debt.

Why it matters

A company with too much debt has less flexibility. When earnings dip — and they always dip eventually — debt service has to come before the dividend. Highly leveraged companies are the first to cut.

Not scored for banks and financial firms

We exclude debt/EBITDA entirely for banks and capital markets firms. Customer deposits — how banks fund themselves — are recorded as "debt" on the balance sheet, but that's a bank's inventory, not its leverage in the way the term applies to a normal company. Measuring a bank's health by its debt ratio is like measuring a grocery store's health by how much food it has on the shelves.

Asset managers, payment networks, and other non-bank financial firms also have unusual capital structures, so we drop the debt dimension for them too. Section 01 shows how the points are redistributed in both cases.

How we bucket it

Debt tolerance varies dramatically by sector. Utilities and REITs are structurally capital-intensive — multiples of EBITDA in debt is normal and sustainable. Tech and consumer cyclical companies have far less room — even moderate leverage can crowd out the dividend in a downturn. We calibrate the bucket boundaries accordingly per sector.

05

Growth streak

Formula

years of consecutive annual dividend increases

How many years in a row the company has increased its dividend.

Why it matters

Companies that raise dividends every year for decades have demonstrated discipline through multiple economic cycles — recessions, inflation, sector downturns. A long streak isn't a guarantee, but it's one of the strongest signals of management commitment to the dividend.

Companies that have raised for 25+ consecutive years and are on the S&P 500 are formally called Dividend Aristocrats. We give a slightly softer threshold to also capture stocks just outside the official list.

Special dividends are excluded from streak counting

Some companies pay a one-time "special" dividend alongside their regular distribution — typically after an asset sale, a large cash windfall, or a tax-efficient capital return. These specials can inflate the total dividends paid in a given year, making the following year's normal regular payout look like a year-over-year decline when it isn't.

We classify a payment as special if it exceeds twice the median of the four preceding regular payments. Specials are excluded from annual totals before the streak detector runs. This prevents a company's decades-long growth streak from being incorrectly broken by a one-time distribution. T. Rowe Price's $3.00 special dividend in 2021 is a real example of this pattern — without the filter, 2022's regular total would read as a decline from 2021's inflated figure.

How we bucket it

We score on a sliding scale across five tiers: Dividend Aristocrat (multi-decade streak — best signal), Established (decade-plus), Solid (mid-single-digit years), Building (a few years), and Flat / cut history (no streak — worst signal). Higher tiers contribute more to the overall safety score.

06

Reading a health-check report

A health-check report is generated for each Pro user 21 days before a stock's next ex-date. It has two parts you should look at first:

  • Verdict — either "No action required" (green) or "Double-check needed" (amber).
  • Red flags — human-readable explanations of any specific concerns.

When the verdict turns to "Double-check needed"

Any one of these rules can flip a report to "Double-check needed":

  1. Safety score ≤ 5
  2. At least one high-severity red flag detected (payout, coverage, or debt in the red zone)
  3. Score dropped by 3 or more points from the previous reading
  4. A dividend event (cut, suspension, elimination) was detected on this stock in the last 90 days
  5. Recent earnings missed estimates by more than 10% (EPS) or 5% (revenue)

What "Double-check needed" doesn't mean

It doesn't mean sell. It means: read the underlying data, decide for yourself whether the dividend's safety has changed enough to warrant action. We surface the signal — you make the call.

07

Dividend basics

Dividend
A cash payment from a company to its shareholders. Most US stocks that pay dividends do so quarterly.
Ex-date
The cutoff. You must own the stock before this date to receive the next dividend payment. If you buy on or after the ex-date, the seller gets that payment, not you.
Record date and payment date
The record date is when the company finalizes who owns the stock (usually one business day after the ex-date). The payment date is when the cash lands in your account — typically two to four weeks after the ex-date.
Dividend cut
When a company reduces the dividend amount. Almost always followed by a significant share price drop. This is the event we're built to catch.
Dividend suspension
A temporary pause. Often a precursor to a cut or elimination.
Dividend elimination
When a company stops paying dividends entirely.
Yield
Annual dividend divided by share price. A 3% yield means $3 in annual dividends per $100 invested. We don't score on yield — high yield is often a symptom of declining share price (because the dividend hasn't been cut yet).
Safety score
Our 1–10 composite. Above 7 = generally safe. 5–7 = caution zone. Below 5 = elevated risk. The number is sector-adjusted, so apples-to-apples comparisons are most meaningful within the same sector.

08

Why sector context matters

Different industries have different "normal" ranges for payout ratio, leverage, and growth. Applying the same thresholds across all of them would mean every utility and REIT in your portfolio looks like it's in the red zone by default — even when they're perfectly healthy by their own industry standards.

Our score adjusts for that. Here's the rationale for each sector:

Utilities tolerate higher payout and use operating cash flow

Stable, regulated cash flows from electricity and gas customers. Demand barely moves with the economy. They can comfortably pay 70–80% of profits as dividends without strain. Their capital expenditure is financed through regulated debt, which makes free cash flow structurally low — so we score coverage on operating cash flow instead. See Section 03 for the full explanation.

REITs are required to distribute most of their income — and are scored on AFFO

By US tax law (the Real Estate Investment Trust rules), a REIT must distribute at least 90% of its taxable income to shareholders to maintain its REIT tax status. So a 95% payout for a REIT is normal — anything materially lower would actually be unusual. We use an AFFO-equivalent payout numerator (net income plus depreciation and amortization) rather than GAAP net income, which would show inflated payout ratios due to non-cash real estate depreciation. See Section 02 for details.

Tech should pay less than 40% — but mature dividend-payers get different thresholds

Reinvestment-heavy businesses need to keep capex and R&D funded. Tech companies that consistently pay above 60% are often signaling that growth options have run out. That said, a small number of technology companies have been paying and growing dividends for 15+ years and now run payout ratios above 50% — behaving more like industrial dividend payers than growth-stage tech. For those tickers (IBM is the clearest example), we apply a "mature tech" designation and score them against the default industrial thresholds rather than the tighter tech-sector standards.

Banks carry more debt — but debt/EBITDA doesn't apply to them

Both banks and utilities operate on higher leverage as a matter of business model. For utilities, a 3–4× debt/EBITDA is unremarkable. For banks, the ratio is meaningless as a safety indicator — a bank's deposits and borrowings are its working capital, not a sign of excess risk. We score banks on payout and growth streak only, which are the two dimensions that actually reflect dividend safety for financial institutions.

Sector and industry are taken from each stock's profile (via Financial Modeling Prep). When the sector isn't recognized in our table, we fall back to the conservative default thresholds.

09

What our algorithm cannot detect

The algorithm is a deterioration detector, not a prophet. Most dividend cuts are preceded by months of declining fundamentals — rising payout ratios, shrinking cash flow coverage, accumulating debt. Those patterns show up in financial statements before the cut announcement, and that is what we are built to catch.

But not every cut follows that path. There are three categories of risk that balance-sheet data cannot surface in advance:

External shocks

COVID-19 forced dozens of companies to suspend or cut dividends in spring 2020 — not because their financials were deteriorating beforehand, but because an external event eliminated revenues almost overnight. The same dynamic applies to sudden regulatory action (the Federal Reserve imposed an asset cap on Wells Fargo in 2018 that constrained its ability to grow dividends), oil price crashes that compress energy cash flows faster than any annual statement could predict, or pandemic-scale demand destruction.

These cuts arrive without a financial warning. No balance-sheet metric signals a once-in-a-generation pandemic three quarters before it happens.

Structural corporate events

When a company spins off a major business unit, the parent sometimes cuts its dividend to reflect the smaller cash base — even if the pre-spinoff financials looked healthy. 3M's 2024 Solventum spinoff is the clearest recent example: 3M cut its dividend after spinning off its healthcare business, despite years of strong payout metrics beforehand. The financial signal closest to the event wasn't a deteriorating payout ratio; it was a strategic decision about capital allocation.

Strategic pivots carry the same blind spot. When Intel announced it was pivoting to a foundry model, the dividend cut that followed reflected a management decision, not a deterioration trend visible in trailing fundamentals. Some events leave a financial trail in the months before they happen — others do not.

Forward guidance and narrative signals

We don't read press releases, earnings call transcripts, or analyst notes. If management signals on a quarterly call that they are "evaluating the distribution policy" or "prioritizing debt repayment," that's a meaningful signal — and we won't catch it until the decision flows through to reported financials, which can take one or more quarters.

Analyst downgrades, news of pending litigation, or management turnover can all precede a cut. None of that travels through our data pipeline today.

What this means for you

Use the score as one signal among several, not the only one. For companies in cyclical sectors or undergoing obvious strategic transitions, pair the score with a read of recent earnings commentary. The score tells you what the balance sheet says — you still need to bring context it cannot.

That's the entire methodology. No proprietary black box, no hidden weighting — just four ratios, sector-adjusted thresholds, and a clear rule for when we flag a stock for review. If anything is unclear or you want a metric explained differently, tell us.

Our scores can be wrong. They are based on public financial data which may be incomplete, outdated, or misleading. Score updates may also lag company announcements by a few days. Use the score as one signal among many — not the only one. This service provides information, not investment advice; we are not a licensed financial advisor.