Extract Ticker, Price, and P&L from Any Trading Screenshot
Extract ticker, quantity, fill price, trade date, and P&L from Robinhood, Coinbase, Binance, Webull, eToro, and Zerodha — all in one batch with one column set. 18x faster than typing trades into a journal.
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What You Can Extract from Trading & Investment Screenshots
Type the column names you need — the AI finds these values on any trading app screen by understanding what they mean, not where they sit.
Supported Apps
Robinhood
Ticker · Qty · Price · P&L
Coinbase
Ticker · Qty · Price · Status
Binance
Ticker · Qty · Price · Pair
Webull
Ticker · Qty · Price · P&L
eToro
Ticker · Qty · Price · Portfolio
Zerodha Kite
Ticker · Qty · Price · Contract Note
Groww / Upstox
Ticker · Qty · Price · Date
XP / Rico
Ticker · Qty · Price · Nota
NuInvest / Ion
Ticker · Qty · Price · Portfolio
Why Trading Screenshots Break Template-Based Extraction
Every trading app displays the same core fields — ticker, quantity, price, date — but wraps them in interfaces that share zero visual DNA. Semantic extraction finds what you need by meaning, not by location.
Why Trading Screenshots Are Hard
Every app has a unique layout
Robinhood's minimalist one-tap confirmation looks nothing like Binance's data-dense order book, which looks nothing like Zerodha Kite's regulatory contract note format. A template trained on one fails on the others.
P&L and portfolio values shift position
Some apps show P&L at the top of a dashboard, others bury it in a sub-menu. Some display net portfolio value, others show only individual position returns. Coordinate-based extraction can't adapt.
Regional formats add complexity
Indian contract notes (Zerodha) include brokerages, STT, and stamp duty per trade. Brazilian notas de corretagem (XP/Rico) carry IRRF tax deductions and B3 settlement codes. These fields don't exist on US broker screens — but a trader using multiple platforms needs them all.
How Semantic Extraction Solves It
Define columns once, use across any app
You type Ticker, Quantity, Fill Price, Trade Date once. The AI locates those values on Robinhood's trade confirmation, Coinbase's transaction detail, and Zerodha's contract note alike — because it reads by meaning, not pixel position.
Cross-platform batch processing
Upload screenshots from Robinhood, Binance, eToro, and Webull in one batch. The output is a single spreadsheet with one row per trade — no manual sorting, no format-by-format extraction runs.
Regional field awareness
The same semantic engine that reads a US broker's P&L also reads an Indian contract note's WAP (Weighted Average Price) and a Brazilian nota's IRRF column. One column schema can span all your accounts, regardless of market or regulatory regime.
As one user on r/FuturesTrading described it: "I take screenshots of my trade confirmations and manually type the data into a spreadsheet. It works, but it's tedious, and I'm sure I've made mistakes on the numbers." — the extraction step eliminates the typing, not the review.
From Screenshot to Trade Journal in One Batch
If you're consolidating trades from multiple broker apps into a single trade journal, here's what the extraction workflow looks like:
Drop in screenshots from every broker
Drag a Robinhood trade confirmation, a Coinbase transaction detail, and a Zerodha contract note into the same upload. PNG, JPG, or PDF — the tool accepts all formats in one batch.
Name your journal columns
Enter Ticker, Quantity, Fill Price, Trade Date, P&L, and Platform. The AI uses your column names as the output schema — no template setup per app, no zone drawing.
Export a unified trade journal
Download one XLSX with every trade in a row, your columns as headers, and the broker name filled in from source. No manual entry, no format-by-format runs — just a clean journal ready for analysis.
For a step-by-step walkthrough covering how to set up computed columns for trade P&L calculations and inferred columns for trade categorization, see the general screenshot extraction guide — it includes a dedicated section on trading and investment log workflows.
When It Works Best & What to Watch For
Extraction from trading and investment screenshots is fast and reliable for a wide range of apps — but like any tool, it has limits worth knowing upfront.
When It Works Best
Clear trade confirmation screenshots. Machine-rendered tickers, prices, and quantities reach up to 99% field accuracy.
Cross-platform consolidation. One column schema works across US, crypto, Indian, and Brazilian platforms without per-app configuration.
Batch portfolio snapshots. Define Date, Account, Value, and Day Change once — the AI fills one row per screenshot, building a time series across all your accounts.
When to Be Cautious
Compressed screenshots forwarded through chat. Ticker symbols and fractional fills degrade first — expect to spot-check these.
Old or low-resolution app versions. Legacy UIs may render text at very small sizes or unusual positions, reducing accuracy.
Crypto transaction hashes and wallet addresses. One misread character breaks the reference. Always verify extracted strings against the original screenshot before using them for reconciliation.
Frequently Asked Questions
Can I extract Ticker, Fill Price, and Trade Date from trading screenshots across different broker apps in the same batch?
Yes. You define one set of column names — Ticker, Quantity, Fill Price, Trade Date, Platform — and the AI processes every screenshot in the batch using the same definitions. Whether the trade confirmation comes from Robinhood's minimalist UI, Binance's compact order book view, or Zerodha Kite's detailed contract note, the output is a single spreadsheet with one row per trade, your columns as headers, and no manual sorting by app.
Can I extract portfolio value or total P&L from investment app screenshots?
Yes. Define columns like Portfolio Value, Day Change, or Total P&L. Investment apps like Webull, eToro, and NuInvest prominently display portfolio-level metrics on their main dashboard screens. The AI extracts what you name — if the value is visible on the screen, it gets pulled down. For weekly or monthly portfolio tracking, batch all your dashboard screenshots together to build a time series across accounts.
What if a Robinhood trade confirmation shows a relative date like "Today" or "Yesterday" instead of a calendar date?
The AI extracts whatever date text is visible on the screenshot. If the app displays "Today" or "2 hours ago" in its confirmation view, that's what goes into the Date column. For absolute calendar dates that remain useful for a trade journal, always screenshot the individual transaction detail page rather than the feed view. The AI handles both, but the detail page gives you a permanent trade date you can rely on.
Does it work with Indian brokers like Zerodha and Groww that generate regulatory contract notes?
Yes. Indian contract notes contain the same core trade fields — ticker, quantity, price, date — plus broker-specific charges (brokerage, STT, stamp duty, exchange turnover charges). Define columns for these additional fields and the AI extracts them from the note's detailed line items. The same column schema can process Zerodha Kite contract notes alongside US broker confirmations in one batch, because the AI reads by field meaning rather than layout position.
Can I export the extracted trade data to Excel — and what about crypto wallet addresses from Coinbase or Binance?
Export to Excel (XLSX), CSV, or JSON — whichever matches your trade journal system. The XLSX export preserves your column structure and is ready for further analysis or conditional formatting. For crypto wallet addresses and transaction hashes (like those found on Coinbase or Binance transaction details), you can extract them as text fields, but always verify the full string against the original screenshot before using it for reconciliation — a single misread character breaks the reference. For these, see our guide on extracting crypto wallet addresses from Telegram screenshots, which covers the same verification principle.
Deep dives into trading and investment screenshot extraction: General screenshot extraction guide with a dedicated trading and investment logs section · Crypto wallet address and transaction hash extraction from Telegram trading screenshots
For payment screenshots that fund these trades, see the payment screenshots extraction guide.
If you need the entire screenshot turned into a structured table rather than just specific trade fields, screenshot-to-excel conversion may be what you're looking for.