🎯 Framework · Marketing
Marketing → Revenue Attribution Framework
Complete guide to know which marketing channel generates REAL sales (not just clicks).
Last updated: May 26, 2026
Who is this for
If you identify with any of these profiles, this is for you.
CMO with multi-channel budget
You spend on 3+ channels and do not know precisely which generates real revenue.
Head of Growth
You need to optimize CAC/LTV per channel and do not have a solid measurement system.
Founder with in-house marketing
You decide the budget but lack the technical framework to validate what marketing reports.
What you'll learn
Key takeaways.
- Choose the correct attribution model according to your sales cycle and objective
- Implement minimum tech stack with free or low-cost tools
- Create UTMs that do not break over time
- Detect when marketing reports inflated numbers (duplicate attribution)
- Calculate REAL CAC and LTV per channel
- Have a single source of truth for marketing + finance
Table of contents
Exactly what's inside.
The 4 attribution models
First-touch, Last-touch, Linear, Time-Decay + Position-Based
Minimum tech stack (4 pieces)
GA4 + CRM + Connector + Dashboard. Options for SME, Mid, and Enterprise.
Correct UTM format
Convention + examples + rules to avoid breaking data
30-day checklist
Week 1: fundamentals. Week 2: CRM. Week 3: connection. Week 4: dashboard
5 errors that invalidate your data
Cookies, lead vs customer, sales cycle, misaligned source-of-truth
Critical KPIs to track
CPL, CAC, LTV/CAC ratio, Payback, Conversion rate per channel — with benchmarks
💡 Why we built this
The story behind the resource.
"Every ad platform claims all your conversions. If you sum, it gives double your real revenue. This framework is the systematic method to stop guessing."
— COBIZ Team
How to use it
It's not just downloading. It's using it well.
1. Audit your current setup
Start by reviewing what you have.
2. Choose ONE model
For long cycles, Time-Decay + Position-Based.
3. Implement in 4 weeks
Follow the week-by-week checklist.
4. Report EVERYTHING against the same dashboard
Marketing, sales, and finance must look at the same number.
⚡ After this resource
Want to go from "generic framework" to diagnostic of your company?
This resource gives you the framework. COBIZ Analyst gives you the real diagnostic of YOUR company with an executive dossier in 24 hours. From $24.99 USD.
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