Research & Insights

Not all insider buys are signal. Here's how to separate informed open-market purchases from option exercises, 10b5-1 noise, and reflexive CEO PR buys.

When a company restructures its segment reporting, it's rarely cosmetic. Here's a framework for spotting what's being buried — and what to do about it.

Trimming a winner is harder than buying one. Here's how to separate thesis decay, valuation stretch, and position-size risk — and act on the right one.

A practical framework for reading ISM Manufacturing PMI as an equity signal — which sectors front-run the cycle, which lag, and how to use the 50 line.

Restructuring charges are supposed to be non-recurring. When they recur year after year, they stop being noise and start telling you something important about the business.

A non-accountant's walkthrough of the cash flow statement — what each line means, which ones lie, and how to spot earnings quality issues fast.

A practical framework for figuring out which companies can pass through input costs, where the lag shows up in margins, and how to read it in filings.

The classic S&P 500 index-inclusion pop has faded, but a smaller, structural edge remains. Here's how to identify the setups where it still pays.

Most coverage of the Fed treats rates as the story. For stock pickers, the dot plot and statement language are inputs into earnings models. Here's how to use them.

Two ratios, one stock, opposite stories. A practical framework for choosing between P/E and EV/EBITDA — and knowing when each one is quietly misleading you.

Defined-benefit pensions can rival a company's bonded debt — yet they sit off the balance sheet. Here's how to find the shortfall and which industrials carry it.

Pulled guidance isn't always a panic signal. Here's how to read withdrawn forecasts, separate prudence from distress, and position before the next print.

EPS is an accountant's number. Free cash flow is what actually compounds. Here's how to find the FCF figure that survives buybacks, leases, and stock-based comp.

SEC rules force companies to name customers above 10% of revenue. Here's how to use that disclosure to size cyclical and single-point-of-failure risk in your holdings.

When the IPO quiet period ends, analyst ratings flood in on the same day. Here's why they cluster, what they actually mean, and how to read them critically.

A practical framework for sum-of-the-parts analysis: how to size a conglomerate discount, separate real mispricings from structural ones, and avoid value traps.

Three auto-industry data points — SAAR, days' supply, and incentives per unit — tell you more about Ford and GM pricing power than any earnings call sound bite.

A practical framework for placing semiconductors in the cycle using three signals — book-to-bill, lead times, and distributor inventory — and what each really tells you.

Every management team has a guidance personality. Knowing whether a CFO sandbags or stretches before the print is half the battle on earnings night.

Same-store sales tell you about the past. For growth restaurant concepts, AUVs, cash-on-cash returns, and new-unit productivity tell you about the future.

Beyond Buffett, a handful of CEOs use the annual letter to reveal how they actually think. Here's a framework for reading them as a forward signal — not PR.

What counts as healthy NRR depends on the software category. Here's a framework for separating durable expansion from re-pricing tricks and outright fantasy.

How to read an airline quarter without getting fooled. A working guide to RASM, CASM ex-fuel, load factors, and the levers carriers use to dress up the tape.

A framework for reading pre-announcements before earnings: why positive ones tend to underwhelm, negative ones cluster, and silence is the most useful signal of all.

Spinoffs have historically beaten the S&P 500 over 1-3 year windows — and so have the parents. Here's the structural reason both sides usually win.

A framework for telling the difference between healthy retail inventory builds and the kind that ends in margin-crushing markdowns next quarter.

When a company ramps capex, free cash flow gets squeezed before it gets paid back. Here's how to map the cycle and time the payoff for your portfolio.

A strong dollar isn't a uniform headwind. Here's how to separate translation noise from real demand destruction across S&P 500 sectors — and where the gap actually bites.

The MD&A reveals as much by omission as by content. A framework for spotting what management chose to highlight, downplay, or quietly leave out of their narrative.

Capitalized software costs can turn a money-losing business into a GAAP profit. Here's how to spot the accounting choice that quietly flatters earnings.

A practical guide to reading an insurer's combined ratio — when the underwriting business actually makes money, and when the profits are really coming from float.

Earnings calls move the quarter. Analyst days move the multi-year thesis. Here's a framework for telling them apart — and weighting them correctly.

A repeatable framework for writing down why you own a stock, what would break the thesis, and when to actually sell — before the news hits and emotion takes over.

A reverse DCF flips valuation on its head: instead of guessing growth, you solve for the rate baked into today's price — then ask if it's even plausible.

A practical framework for reading bank earnings — net interest margin, credit provisions, efficiency ratio — and which line actually moves the stock on print day.

Goodwill writedowns aren't just accounting noise. They're a delayed confession that an acquisition failed — and they often signal more pain ahead.

A framework for reading Schedule 13D filings, mapping the activist playbook from disclosure to outcome, and deciding whether to follow, fade, or ignore the trade.

Software companies report three different demand numbers — bookings, billings, and revenue. Here's how to read each one and why the gaps between them matter.

How to use single-name CDS and sector credit spreads to anticipate equity drawdowns — a practical framework prosumer investors can apply each week.

ASC 842 dragged operating leases onto the balance sheet. Here's how to read the line items, normalize cross-year comparisons, and avoid double-counting leverage.

A framework for tracking CEO tone quarter over quarter — how to spot real cautious-to-bullish pivots, and what those language shifts have historically signaled for the stock.

A repeatable five-minute framework for building a peer comparison on any S&P 500 stock — how to pick comps, which metrics matter, and where the trap doors are.

13F filings reveal what big funds owned 45 days ago — long-only. Here's how to read them without getting fooled by stale data, missing shorts, or copycat traps.

A working framework for prosumer stock screens: which metrics actually surface durable businesses, which ones just backtest well, and how to tell the difference before you act.

A practical framework for judging buyback programs: funding source, price discipline, dilution offset, and the signals that separate value-accretive repurchases from financial engineering.

How to track reimbursement risk in healthcare stocks: CMS rate updates, payer mix shifts, and the disclosures that actually move estimates each quarter.

Diversification rules tell you how many stocks to own. They don't tell you how much to own of each. Here's a framework built on conviction, not headcount.

Stocks fall on earnings beats more often than you'd think. The reason is usually the gap between published consensus and the buy-side whisper number priced in.

A framework for separating guidance cuts that mark capitulation lows from those that signal the first cut of many. Five tests, with historical patterns to anchor each.

A high dividend yield means nothing if the company can't fund it. Here's how to stress-test payout ratios, free cash flow coverage, and spot dividend cuts before they hit.

Most 10-K risk factors are recycled legal cover. Here's a repeatable framework for finding the handful of lines that actually signal a change in the business.

Management often reveals more than they intend at mid-quarter investor conferences. Here's a framework for spotting the slips that actually matter to the thesis.

Real yields move equity multiples, but with a lag and unevenly across sectors. Here's a framework for tracking the linkage and spotting which names get hit first.

Before you double a losing position, run these checks. A framework to separate temporary mispricings from value traps that quietly compound your loss.

Executive comp structure is the clearest signal of what a board actually wants management to do. Here's a framework for decoding proxies and spotting strategic intent.

Not every ugly print is a sell. A framework for separating quarters that miss numbers from quarters that break the story — and why the second kind matters more.

DSO, DPO, and inventory days move before earnings do. Here's how to read the working capital statement and spot trouble one or two quarters early.

Non-GAAP EPS is where companies put their best foot forward. Here's a practical checklist for retail investors to separate real adjustments from financial cosmetics.

Merger arb spreads encode the market's odds on whether a deal closes. Here's how non-arbitrageurs can decode them to time exits, hedges, and event-driven positions.

A practical guide to which S&P sectors tend to lead in early, mid, late, and recession phases — and how to use the framework without overfitting to one cycle.

Energy earnings hinge on three moving parts: barrels produced, prices received, and the hedge book. Here's how to separate the operating story from the print.

Spot and contract freight rates tell different stories about the real economy. The gap between them is where the actionable signal usually lives.

A practical framework for deciding when a margin-expansion story beats a revenue-growth story — and the conditions under which the opposite holds.

How to estimate through-cycle margins and mid-cycle EPS for cyclical stocks — a repeatable framework that strips out boom-bust distortion and reveals real earnings power.

Terminal value usually drives 60-80% of a DCF result. Here are the assumptions retail investors botch most often — and the sanity checks that catch them.

Revenue recognition changes rarely show up in headlines — they hide in the footnotes. Here's a framework for finding them and reading what they actually signal.

A framework for reading CFO and executive departures: the timing, language, and disclosure tells that separate a normal transition from a real red flag.

Your cost basis feels like information. It isn't. Here's why anchoring to your purchase price corrodes returns — and a framework to make the decision the market actually asks you to make.

Management guidance verbs aren't interchangeable. Here's how to decode 'expect,' 'anticipate,' 'see,' and 'project' to gauge how confident the C-suite really is.

A practical framework for reading the monthly nonfarm payrolls report as an equity investor — which lines move stocks, which are noise, and how to position around it.

A losing stock isn't proof you were wrong — and a winner isn't proof you were right. Here's a framework to audit the decision, not the P&L.

A framework for telling real gross margin gains from mix-driven optical wins — with the disclosures, ratios, and red flags that separate the two.

A bull steepener in the yield curve has historically been a tailwind for small caps over large caps. Here's the mechanical reason why — and how to use it.

Income statements lag. For software and subscription businesses, deferred revenue and RPO tell you what's coming — here's how to read them without getting fooled.

When crude rallies or breaks, the obvious trades are usually wrong. A framework for tracing oil's real winners, losers, and the names that only look exposed.

A lower effective tax rate can add pennies to EPS without the business doing anything new. Here's how to strip it out and find the real run-rate.

How equity investors can use options skew, implied moves, and unusual volume as a sentiment dashboard around earnings — without ever opening an options ticket.

The first earnings print after an IPO lockup expires has a predictable pattern of disappointment. Here's the supply-and-expectations framework to read it.

Reported beta is a full-sample average that hides what matters most: how a stock behaves when the market is falling. Here's how to measure real downside correlation.

A framework for telling whether a secondary offering funds real growth or just lets insiders cash out — with the filings, ratios, and red flags that separate the two.

A same-store sales beat can mask real trouble. Here's how to split comps into traffic and ticket — and the mix patterns that signal a business is quietly breaking.

Companies love to promise SG&A discipline. Here's a framework to separate real operating leverage from one-time accounting noise — and which line items actually matter.

The top 10 names now drive most of the S&P 500's return. Here's how to measure that concentration, what equal-weight tells you, and how to think about diversification.

You can't predict a Phase 3 readout. But you can size the position so the answer doesn't matter — here's the framework prosumer investors actually need.

How to read short interest, days-to-cover, and borrow costs as signal — not as a squeeze setup. A framework for what each metric tells you, and what it doesn't.

A practical guide to extracting the signal from quarterly earnings results — the same framework institutional analysts use, minus the jargon.