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Ask one question of twenty companies at once.

Matrix is a comparison grid you build yourself. Companies across the top, your questions down the side, and every cell answered from that company's own earnings calls and filings — so a row reads as a like-for-like comparison instead of twenty summaries you have to reconcile by hand. Every answer traces back to the sentence it came from.

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Earnings scorecard · 3 companies · reading each one's latest earnings call
Company MSFTMicrosoft GOOGLAlphabet AMZNAmazon
Source Documents Q4 2026 Earnings Call Q4 2026 Earnings Call Q4 2026 Earnings Call
Revenue $90.0B (Q4 FY26) $96.4B (Q2 26) $167.7B (Q2 26)
Revenue growth +18% y/y (+17% cc) +14% y/y +11% y/y
Margin 46.2% GAAP 32.4% GAAP 11.0% GAAP
Beat or miss Revenue above the top end of the guided range; management cited stronger cloud consumption than planned. Ahead on advertising, in line on cloud. Above on operating income, in line on revenue.
Guidance Q1 revenue guided to $93.5–94.5B, ~16% growth at the midpoint. No formal revenue guidance given. Q3 operating income guided to $19.0–23.5B.

Illustrative values, shown to make the shape clear. A real matrix reads your chosen companies' actual filings and transcripts.

Every answer is traceable

Each cell keeps the sentences it was taken from. Click one and the transcript opens at that passage with it highlighted — so you can check a number in a second rather than trusting it.

Read from primary sources

Answers come from the filings and earnings calls themselves, not from a model's memory. If the documents do not say, the cell says so rather than guessing.

Mix data with analysis

Drop in market data and financial-statement rows alongside the AI ones. They fill instantly, cost nothing, and sit in the same grid.

Question the whole grid

Ask across every cell at once — who grew fastest, who is most levered — and get an answer with a citation on each claim pointing back to the cell it came from.

Built for a team

Share a matrix, see who else has it open and which cell they are on, and watch answers appear as colleagues run them.

Start from a template

Ten ready-made grids — earnings scorecard, credit and leverage, unit economics, capital allocation — with the questions already written the way good questions are written.

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