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Real data · Transparent tiers · Free to join

Transparent tiers,
not a black box.

Ledger & Line pulls real prices and fundamentals for a broad watchlist of stocks, breaks down exactly which factors drove a tier, and keeps an honest scoreboard of what you actually called — informational only, never a buy or sell instruction.

Informational and educational only — not investment advice.
Real prices, real fundamentals
Live quotes and technicals from Twelve Data, P/E and margins from Finnhub — no fabricated numbers, ever. Anything not available on a free tier is labeled, not faked.
Transparent tiers, not a black box
Every ticker shows a "Weighed:" summary of exactly which factors drove its Strong / Lean / No Play / No Signal tier — trend, RSI, P/E vs. sector, earnings proximity, news tone.
Track your own calls
Mark a ticker Watching or In Position, and The Ledger builds your real return-since-entry automatically, measured against the tier assigned at the time.
The Playbook
Stage the tickers you're planning to buy, organized by timeframe, with a link to the ticker's public quote page when you're ready.
Search everything
Find any ticker across the full watchlist universe in seconds.
Ask anything
A built-in chat assistant explains RSI, P/E, or bankroll concepts — educational only, never a buy/sell instruction.
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Ledger & Line: Stocks is an informational analytics tool, not a broker or financial adviser.