Category: Measurement & Data Engineering

Building a marketing data warehouse on a startup budget looks straightforward on a slide and falls apart in the actual account. Here’s where it usually goes wrong.

• Where marketing measurement & data engineering usually breaks first in a live account.
• What to check before assuming the tracking tool is at fault.
• The minimum setup that holds up once traffic or campaigns scale.

This is part of what we handle under Marketing Measurement & Data Engineering at FunnelSheet. If this sounds like your setup, get in touch.

We see the same mistakes repeat around building a marketing data model from scratch, across very different setups. Most of them are avoidable in under an hour.

• Where marketing measurement & data engineering usually breaks first in a live account.
• What to check before assuming the tracking tool is at fault.
• The minimum setup that holds up once traffic or campaigns scale.

This is part of what we handle under Marketing Measurement & Data Engineering at FunnelSheet. If this sounds like your setup, get in touch.

We see the same mistakes repeat around structuring UTM parameters so they survive a CRM import, across very different setups. Most of them are avoidable in under an hour.

• Where marketing measurement & data engineering usually breaks first in a live account.
• What to check before assuming the tracking tool is at fault.
• The minimum setup that holds up once traffic or campaigns scale.

This is part of what we handle under Marketing Measurement & Data Engineering at FunnelSheet. If this sounds like your setup, get in touch.

Before you touch structuring UTM parameters so they survive a CRM import, run through this checklist. Skipping a step here is the usual reason numbers don’t match later.

• Where marketing measurement & data engineering usually breaks first in a live account.
• What to check before assuming the tracking tool is at fault.
• The minimum setup that holds up once traffic or campaigns scale.

This is part of what we handle under Marketing Measurement & Data Engineering at FunnelSheet. If this sounds like your setup, get in touch.

We see the same mistakes repeat around unifying ad spend and CRM revenue in one model, across very different setups. Most of them are avoidable in under an hour.

• Where marketing measurement & data engineering usually breaks first in a live account.
• What to check before assuming the tracking tool is at fault.
• The minimum setup that holds up once traffic or campaigns scale.

This is part of what we handle under Marketing Measurement & Data Engineering at FunnelSheet. If this sounds like your setup, get in touch.

Measuring marketing ROI when sales cycles are long usually breaks quietly. These are the signs it’s already costing you data, not just tidiness.

• Where marketing measurement & data engineering usually breaks first in a live account.
• What to check before assuming the tracking tool is at fault.
• The minimum setup that holds up once traffic or campaigns scale.

This is part of what we handle under Marketing Measurement & Data Engineering at FunnelSheet. If this sounds like your setup, get in touch.

Deduplicating leads across ad platforms and CRM usually breaks quietly. These are the signs it’s already costing you data, not just tidiness.

• Where marketing measurement & data engineering usually breaks first in a live account.
• What to check before assuming the tracking tool is at fault.
• The minimum setup that holds up once traffic or campaigns scale.

This is part of what we handle under Marketing Measurement & Data Engineering at FunnelSheet. If this sounds like your setup, get in touch.

Before starting work on handling currency and timezone drift in ad reporting, these are the questions that change the whole approach.

• Where marketing measurement & data engineering usually breaks first in a live account.
• What to check before assuming the tracking tool is at fault.
• The minimum setup that holds up once traffic or campaigns scale.

This is part of what we handle under Marketing Measurement & Data Engineering at FunnelSheet. If this sounds like your setup, get in touch.

Most teams treat structuring UTM parameters so they survive a CRM import as a one-time setup task. It isn’t. Here is the order of operations that avoids rework.

• Where marketing measurement & data engineering usually breaks first in a live account.
• What to check before assuming the tracking tool is at fault.
• The minimum setup that holds up once traffic or campaigns scale.

This is part of what we handle under Marketing Measurement & Data Engineering at FunnelSheet. If this sounds like your setup, get in touch.

For measurement architecture for a multi-brand company, the options aren’t equal. Here’s what actually holds up once traffic and campaigns scale.

• Where marketing measurement & data engineering usually breaks first in a live account.
• What to check before assuming the tracking tool is at fault.
• The minimum setup that holds up once traffic or campaigns scale.

This is part of what we handle under Marketing Measurement & Data Engineering at FunnelSheet. If this sounds like your setup, get in touch.