Most stock screeners show dividend yield and nothing else. That misses the majority of what companies return to shareholders. Buybacks have outweighed dividends for S&P 500 companies in most years since 2000. A technology company repurchasing 8% of its market cap annually while paying zero dividends is invisible to every dividend screen, even though it returns more capital than a typical 3% yielder. Meb Faber's Shareholder Yield fixes this by combining three components: dividends, net share repurchases, and net debt paydown, each as a percentage of market cap.
This guide walks through the computation step by step: the basic three-component screen, dividend trap detection, hidden returner discovery, historical trend analysis, and backtesting. For the screener overview and comparison table, see the Shareholder Yield Screener.
Step 1: Compute the basic Shareholder Yield
The starting point is the three-component breakdown. Claude sums each cash flow item over the trailing four quarters, then divides by the current market cap. Dividends paid is stored as a negative number in the database, so the prompt specifies using the absolute value. Net buybacks and net debt paydown use the sign of the cash flow field to determine direction: negative means the company spent cash (buying shares or paying debt), positive means it received cash (issuing shares or borrowing).
"From the last 4 quarters of cash flow data, compute the Shareholder Yield for all US common stocks above $2 billion market cap. Shareholder Yield = (TTM dividends paid + TTM net share buybacks + TTM net debt paydown) / market cap. Dividends paid is stored negative, use the absolute value. Net buybacks = absolute value of equity_issuance_repayment when negative (net buyer), zero when positive (net issuer). Net debt paydown = absolute value of debt_issuance_repayment when negative (net repayer), zero when positive (net borrower). Show the top 20 with all three components and total yield."
The top results typically fall into three categories. Aggressive buyback programs (technology, consumer discretionary) where the buyback component dominates. High-dividend payers (utilities, staples) where the dividend dominates. Companies in active deleveraging mode (post-acquisition, restructuring) where debt paydown is the largest component. The value of the three-component view is seeing which category each company falls into.
Step 2: Find dividend traps
A dividend trap is a stock with a high headline yield that is partially or fully offset by shareholder dilution. The company pays dividends with one hand and issues new shares with the other. This is common in REITs (which issue equity to fund property acquisitions), MLPs (which issue units to fund capital spending), and capital-intensive businesses that fund growth through secondary offerings. The dividend screen shows 6%. The real yield after dilution might be 2%.
"From the last 4 quarters of cash flow data, find US stocks above $1 billion market cap with dividend yield above 4% but where the company is simultaneously diluting shareholders (equity_issuance_repayment is positive, meaning net share issuance exceeds buybacks). Show the dividend yield, the dilution rate (net equity issuance / market cap), and the net shareholder yield after dilution. These are potential dividend traps where the payout is funded by share issuance."
Not every stock on this list is a trap. Some companies issue equity for legitimate growth (acquisitions that create value, employee compensation in early-stage firms). The screen surfaces candidates; the next step is checking whether the issuance is funding growth or covering a dividend the business cannot organically support. Look at free cash flow relative to dividends paid: if dividends exceed free cash flow consistently, the payout depends on external financing.
Step 3: Find hidden capital returners
The opposite of a dividend trap: a company returning substantial capital entirely through buybacks, with no dividend at all. These stocks are invisible to dividend screens. They score zero on dividend yield, yet some return 10% or more of their market cap annually through repurchases. Faber's research found that these hidden returners often outperform high-dividend payers on a total-return basis.
"From the last 4 quarters of cash flow data, find US stocks above $2 billion market cap that pay zero dividends but return capital through buybacks at a rate above 5% of market cap (equity_issuance_repayment TTM is negative, with absolute value above 5% of market cap). Show the buyback yield, any debt paydown yield, and the total shareholder yield. These are hidden capital returners invisible to traditional dividend screens."
Technology companies dominate this list. They generate significant free cash flow but prefer buybacks over dividends for tax efficiency and flexibility. A dividend, once established, creates an expectation that cutting it triggers a stock price penalty. Buybacks can be scaled up or down without signaling distress. For investors who care about total capital return rather than current income, these companies are the ones traditional screens miss.
Step 4: Track yield component shifts over time
A single Shareholder Yield snapshot tells you the current state. The trend reveals the capital allocation strategy. Is the company shifting from dividends to buybacks? Did a large debt paydown program end, and if so, will the freed-up cash flow move to buybacks or dividends? Has the buyback yield declined because the stock price rose (same dollar buyback, larger market cap)?
"From quarterly cash flow data, compute the Shareholder Yield and its three components (dividend yield, buyback yield, debt paydown yield, each = TTM component / market cap at quarter end) for AAPL for each quarter over the last 5 years. Show how the mix has shifted over time. Dividends paid is stored negative, use the absolute value. Net buybacks = absolute value of equity_issuance_repayment when negative, zero otherwise. Net debt paydown = absolute value of debt_issuance_repayment when negative, zero otherwise."
Apple is a useful example because it shifted from pure buybacks (no dividend until 2012) to a combined program that has grown steadily. The buyback component has consistently been 3 to 5 times the dividend component. Tracking this ratio over time shows whether a company is accelerating or decelerating its capital return program. A declining buyback yield on a rising stock price is not necessarily bearish: the company may be spending the same dollars on fewer shares at higher prices.
Step 5: Backtest Shareholder Yield vs Dividend Yield
Faber's core thesis: sorting stocks by Shareholder Yield produces better returns than sorting by Dividend Yield alone. You can test this on Shibui's historical data. Compute both metrics at a historical date, sort the market into quintiles by each, and measure forward returns.
"From cash flow data as of December 2020, compute the Shareholder Yield (TTM dividends + net buybacks + net debt paydown, each divided by market cap at quarter end) for all US stocks above $2 billion market cap. Sort into quintiles by total Shareholder Yield. For each quintile, compute the median 12-month forward price return. Dividends paid is stored negative, use the absolute value. Net buybacks = absolute value of equity_issuance_repayment when negative, zero otherwise. Net debt paydown = absolute value of debt_issuance_repayment when negative, zero otherwise."
Important limitations. Survivorship bias applies: companies that went bankrupt or were acquired are not in the dataset, and these are disproportionately likely to have had low or negative shareholder yields. The backtest does not account for transaction costs or rebalancing frequency. Different starting dates produce different results, and one period does not prove the strategy works in general. Run the same test across multiple starting dates before drawing conclusions.
What Shibui cannot do
Shareholder Yield is computed from reported cash flow statements. It does not capture:
- The motive behind capital allocation decisions. A company buying back stock at all-time-high valuations is returning capital less efficiently than one buying at depressed prices.
- Tax efficiency differences across investor types. For taxable accounts, buybacks are more efficient. For tax-deferred accounts, the distinction matters less.
- Whether debt paydown is genuine deleveraging or routine refinancing that happens to cross quarter boundaries.
- Special dividends, which are included in the trailing cash flow but may not repeat.
Frequently asked questions
Why do buybacks count more than dividends for many companies?
Since 2000, S&P 500 companies have spent more on share buybacks than dividends in most years. Buybacks reduce the share count, increasing each remaining share's claim on earnings and assets. They are also more tax-efficient than dividends for most shareholders (taxed only on sale, at capital gains rates). Companies with volatile cash flows often prefer buybacks because they can be paused without the market penalty that a dividend cut triggers. A company repurchasing 8% of its market cap annually returns more capital than a 3% dividend payer, but it shows zero on every dividend screen.
How do you detect a dividend trap using Shareholder Yield?
A dividend trap is a stock with a high dividend yield funded by share dilution. The company pays dividends with one hand and issues new shares with the other. The dividend screen shows 6%. The Shareholder Yield calculation shows 6% dividend minus 4% dilution equals 2% net yield. On Shibui, you can screen for stocks where dividend yield is above a threshold but net equity issuance is positive (more shares issued than repurchased). These are the candidates most likely to cut or eliminate the dividend.
Can AI compute Shareholder Yield for every stock at once?
Yes. On Shibui, you describe the computation in plain English and Claude sums dividends paid, net equity issuance, and net debt issuance over the trailing four quarters for every stock in the market, divides each by market cap, and ranks the results. The prompt includes the formula so Claude maps each component to the right cash flow fields. One query covers 10,000+ US stocks.
What is the difference between Shareholder Yield and Total Payout Yield?
Total Payout Yield typically means dividends plus net buybacks, without the debt paydown component. Shareholder Yield as defined by Meb Faber adds debt paydown because reducing debt increases the value flowing to equity holders. Some implementations also differ in whether they net buybacks against issuance (Shareholder Yield does) or count gross repurchases (Total Payout sometimes does). On Shibui, the prompt specifies exactly which components to include, so you can compute either version.