CompanyGraph
Discover what others may overlook. CompanyGraph pre-reads thousands of listed companies — more than 200 named measurements of how each one holds together — and surfaces the ones where unusual patterns are present, so you decide what deserves deeper research. No predictions, no advice: every claim carries its evidence.
What you can see here
Screen thousands of listed companies by conditions that are already evaluated — patterns like “cash flow, profit, and revenue all growing”, not raw thresholds you assemble and hope interact. Open any company and see what was measured on it: which observations fired, which interpretations formed, and the numbers behind each one. Place a company against its whole industry, compare several side by side, or trace which industries depend on the one you're looking at. Members can generate written reports built only from claims the system has checked or explicitly labeled.
It is built for people who want to understand businesses — not for chasing price targets. Open the screener or start from any company.
One company, read this way
Kenvue Inc.KVUE · Consumer Defensive
measured 1 August 2026
A rising dividend usually reads as strength. CompanyGraph also measures what pays for it — on Kenvue Inc., three readings currently fire together:
Dividend Growth Rate
100
Dividends to Free Cash Flow
91.6
Dividends Exceed Free Cash Flow Coverage
100
fires at 70
together these fire
Diagnostic
How does this company return capital?
Three-Year Dividend Growth With Elevated Dividends-to-FCF And Dividend-Stress Composite Firing
The dividend has grown quickly while, across the fiscal years on record, the dividends paid exceeded the free cash flow generated to pay them. That is the multi-year record — the most recent year on its own can run the other way — and it is a co-occurrence of present readings, not a prediction that the dividend will be cut.
Re-measured as new data arrives.
Open Kenvue Inc. →Nothing there is a prediction. It is noticing what is already in the numbers — sometimes long before it becomes obvious.
What the screener does differently
Most screeners hand you raw metrics and let you combine them yourself: P/E under 15, ROE above 20, scroll through what survives. Here, every company is evaluated against named conditions before you arrive, and conditions compose — an interpretation plus an industry plus a dependency plus a fundamentals floor in one search. The unusual parts: Dependencies — pick an industry and see every industry that needs it to function, and the companies across that chain — and Company Roles, seven economic functions (producing, moving, carrying risk, setting rules…) that cut across sector lines.
The effect: companies you did not know to search for enter your view.
Claims carry their evidence
Every observation is a formula whose name says what it measures — never a verdict. When several align, CompanyGraph calls that an interpretation and says so plainly, including what it cannot see. The measurements are recomputed and re-checked continuously: the current trust standing of every observation is public on the trust ledger — including the ones no check has confirmed yet — and when a claim outruns its evidence, the correction is recorded, dated, and kept. CompanyGraph does not predict prices, does not recommend trades, and is not financial advice. It describes what is present in the data, with the limits attached. The full working rules are on the method pages.
Reports, written from those claims
Members can generate two kinds. These are the newest of each — real output from the shared library, not samples.
Company reportSouthern Company
August 2, 2026CompanyGraph
August 2, 2026CompanyGraph
A structural map of one company at the moment it was generated — how the business is built, the patterns in its financials, and the limits of what the data can show.
August 2, 2026 · CompanyGraph
From FY2021 through FY2025 Southern Company posted positive net income every year, confirmed from its own reported figures — but across a multi-year window its dividend has run ahead of free cash flow, sat near the full level of net income, and its debt load reads heavy on several measures at once.
Read it on the Southern Company pageComparisonIntel vs NVIDIA
June 24, 2026CompanyGraph
June 24, 2026CompanyGraph
The same lens pointed at two to five companies side by side — where they are genuinely built differently, and which patterns they share. Never a ranking.
June 24, 2026 · CompanyGraph
NVIDIA Corporation leads Intel Corporation on Free Cash Flow; NVIDIA Corporation leads Intel Corporation on Profit Margin.
Read it on the Intel pagePricing
Membership is €90 for the first year and €60 each year after: unlimited screener searches, report credits to generate company and comparison reports, and the whole shared report library to read — every report, on every company covered so far; each new one joins the library, and your credits grow it. Company pages, industries, and comparisons stay free for everyone. No tiers, no upsells — the price exists to keep CompanyGraph independent.
Independent by design
CompanyGraph is built by a small independent team. Accounts need only an email address; there are no trackers, no data sales, no behavioral profiling. The aim is long-term coherence over rapid growth.