Coefficient

Coefficient puts live business data inside the spreadsheet you already use, in Google Sheets and Excel, through three named agents. The Import Agent carries 150-plus native connectors into CRM, advertising, accounting and warehouse systems. The API Agent bridges proprietary software, and the Browser Agent harvests a page when no endpoint exists. Then you set refresh schedules, push corrected values back to the source, and route threshold alerts to Slack or email. The AI Sheets Assistant turns a plain-language prompt into native formulas, forecasts, pivot tables and formatting inside the workbook rather than as code to paste.

Prices are per user, and the free tier is deliberately small: three connectors, five thousand rows and one hundred exports is an evaluation, not a workflow. The pricing page lists Starter at 49 dollars per user monthly, Pro at 99 with unlimited imports capped at five users, Enterprise as custom, roughly 17 percent off annually, and a 30-day trial. Read the entry rate twice: the homepage quoted a different Starter figure than the pricing page, so get your contract number in writing. The harder limits are not monetary. Write-back can push a wrong number into a CRM, so restrict who may sync. The five-user ceiling forces a sales conversation sooner than a growing revenue-ops team expects. And it stays a spreadsheet: no governed metric layer, no lineage, no versioning unless you build them, so dashboards for people who never open a sheet are the wrong job.