The Funnel alternative that operates, not just reports

Funnel is a marketing data platform. Opera is a marketing operations platform — it keeps the reports you already use current and acts on them. Here's the honest difference, and when each is the right call.

Which should you choose?

Credit where it's due — Funnel is a strong fit in the right situation:

Where Funnel stops

• Heavy implementation and enterprise pricing — overkill for teams that live in Google Sheets.
• You still need a BI/reporting layer on top; Funnel normalizes data, it doesn't maintain your report.
• No campaign or creative execution — it's a data pipe, not an operations layer.
• Time-to-value is measured in quarters, not days.

A workflow, side by side

Funnel normalizes your spend data beautifully — into Funnel. The client report living in Google Sheets, with its monthly sections and bespoke CAC definition, still gets updated by a person. Opera updates that Sheet directly: it reads the structure, applies the client's definitions, and appends with a preview — then posts the summary.

Opera vs Funnel

Switching (or not switching)

No re-platforming: Opera adapts to the Sheets you already deliver. If Funnel feeds a warehouse you keep, the two coexist — Opera owns the client-facing reporting layer.

Safe enough for production

Opera is built to touch production reports and live ad accounts without breaking anything:

• No destructive writes. Updates are append-only by default — your existing data and formulas are never overwritten.
• Preview before execution. You see exactly what Opera will change before a single cell is written.
• Campaigns paused by default. New campaigns are created paused, with approvals required before any spend.
• Full audit logs and client-level isolation. Every action is logged, and each client's data and rules stay separate.