StocklySTOCKLY
S&P 5006,512.44+0.48%NASDAQ 10023,849.27+0.72%DOW 3045,514.95−0.12%RUSSELL 20002,392.31+0.19%VIX15.26GOLD3,655.30+0.31%S&P 5006,512.44+0.48%NASDAQ 10023,849.27+0.72%DOW 3045,514.95−0.12%RUSSELL 20002,392.31+0.19%VIX15.26GOLD3,655.30+0.31%

Research framework / Version 3.4

HOW STOCKLY
READS THE MARKET.

Reported financials and market observations become comparable, explainable signals designed to be inspected—not treated as a black box.

01

Data standardization

Normalize fiscal calendars, restatements, corporate actions and sector-specific accounting differences before calculating metrics.

02

Quality

Assess profitability, capital efficiency, balance-sheet resilience and earnings consistency against industry peers.

03

Value

Compare multiples and cash-flow yields with company history, sector peers and expected growth.

04

Growth

Measure revenue, earnings and cash-flow trajectories alongside forward consensus revisions.

05

Momentum and risk

Use price persistence, volatility, drawdown behavior and liquidity to provide market context.

06

Composite score

Combine percentile-ranked factors with sector-aware weights so no single factor determines the assessment.