Columns v1 — templates, CSV export and usage-based billing are live

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Judgment columns for any spreadsheet

Qualify 5,000 leads before the VA finishes their coffee.

Ask a question as a column header and every row answers, with a confidence number so you know which few to check. The spreadsheet below is live — edit any cell in it.

Start free — no cardPaste your own rows500 row-questions free · never priced per seat

Judging every row…

business_namecategoryemployeesdescriptionIs this business a good fit for commercial B2B facilities services?

Every cell is editable. Change one and that row is judged again.

01

Upload your list

A scraped CSV, an export, anything with a header row. Up to 20,000 rows a sheet.

02

Type a question as a column header

Plain English. Yes/no, pick one from your own options, or a score against levels you define.

03

Watch it fill, then check the few that matter

Every answer carries a confidence number, so the rows worth a human are the ones that surface.

The part nobody else does

It tells you which answers not to trust.

Every cell keeps its full probability distribution, not just the answer it picked. That is what turns a list of 5,000 guesses into a shortlist of 200 worth a human — and it is why you can hand the rest to a client without reading them.

Hover any answer above to see the distribution behind it.

Priced on row-questions

One row-question is one question against one row. Cached answers are never billed twice, so re-running a sheet after adding rows costs only the rows you added.

Free
500 row-questions · free
Starter
25,000 row-questions · $29/mo
Pro
150,000 row-questions · $99/mo
All plans, including Agency

Bring the list you have been putting off.

Start free — no card