caboodlelogo dark contour
Book a call
Marketing attribution

Understand which activity contributes to customer decisions.

Caboodle brings campaign, inquiry, and customer data into a documented attribution approach. We reconcile definitions and available connections, then explain what the evidence can support and where the customer journey remains incomplete.
Book a call
See what's included
Marketing attribution scope
  • Decision discovery
  • Data-source inventory
  • Tracking conventions
  • Connection design
  • Model selection

Talk through your project →

What's included

Put the sources and outcomes on comparable terms.

The final scope names the deliverables, dependencies, and review points before work begins. The work below provides the starting point for that discussion.
  • Decision discovery. Identify the budget and channel decisions the attribution work needs to inform.
  • Data-source inventory. Review campaign, website, call, CRM, and revenue records available to the project.
  • Tracking conventions. Define consistent campaign naming, source fields, identifiers, and ownership rules.
  • Connection design. Plan supported joins or integrations between marketing activity and recorded customer outcomes.
  • Model selection. Choose an attribution approach suited to the available evidence and business questions.
  • Data reconciliation. Compare counts, time periods, definitions, and missing records across the selected systems.
  • Reporting preparation. Build the scoped views that show channel contribution and the context behind the numbers.
  • Limitations documentation. Explain unattributed activity, identity gaps, model assumptions, and how reports should guide decisions.
How this works

Four steps from the first review to handoff.

Phase 1

Start with the decision

Define the question and identify which marketing and customer records could help answer it.
Phase 2

Connect and normalize

Align source definitions and prepare the approved data connections or reconciled extracts.
Phase 3

Apply the attribution rules

Use the agreed model and inspect mismatches, missing records, and unusual results.
Phase 4

Review and refine

Walk through the findings and improve the data collection where uncertainty most affects decisions.
Related services

Connect the measurement to a useful decision.

Analytics reporting

Analytics Reporting

Build practical analytics reports with defined metrics, connected data, quality checks, clear context, and a review process tied to business decisions.

Open →
Conversion tracking

Conversion Tracking

Track calls, forms, purchases, and bookings with clear conversion definitions, supported platform setup, deduplication checks, and end-to-end testing.

Open →
Google Analytics 4

Google Analytics 4 Setup

Set up Google Analytics 4 with a business-focused event plan, property configuration, key-action measurement, testing, and reporting handoff.

Open →
Google Tag Manager

Google Tag Manager Setup

Configure Google Tag Manager with an organized tag inventory, triggers, variables, consent-aware rules, testing, and a documented release process.

Open →
Let's talk shop

Make budget decisions with a clearer view of contribution.

Bring your campaign reports and customer records. We will identify what can be connected and where the gaps are.
Book a call
Explore Analytics