Drop in a CSV or describe what you want — Margin reads the form on your current tab and fills every field in one click. Works on invoices, CRMs, internal tools, and anything else with a form.
One click scans your open invoice for duplicate line items, math errors, inconsistent rates, and typos — each issue comes with a suggested fix you can apply instantly.
Ask questions about any sheet — row counts, totals, unique values, filtered summaries — without writing a formula. Margin reads the live data directly.
Side-panel assistant lives alongside Tally, QuickBooks, Google Sheets, your CRM, or any web app. No copy-paste, no switching tabs, no extra logins per tool.
Margin sees the form, table, or sheet you're actually looking at — not a generic AI guessing from your prompt. Toggle page-sharing off any time.
Drag a CSV into the chat and say "fill out the invoice with row 5" — Margin parses the file, does the math, and populates the form.
On pages with multiple tables or forms, Margin figures out which one you meant from context and column names — no pointing required.
Pick up where you left off. The last 20 conversations are saved locally, with working memory for the values and files used in each session.
Margin only reads your tab when you send a message or tap an action. It doesn't track your browsing history or run in the background.
No data sold, no ad targeting, no third-party analytics on page content. Conversations live in local browser storage by default.
Sign in once with your Google account — no separate password to manage.
