Marketing Research, Attribution & Strategy
In short
This is the measurement and planning layer: competitor and market research, a clean GA4 and Google Tag Manager implementation, a strict UTM taxonomy, Looker Studio dashboards, and the CPL-Q framework — spend divided by sales-accepted leads — used as the decision metric.
0 → 1
attribution stack built from nothing (Tech Leads IT)
100%
of spend mapped to source and campaign
CPL-Q
adopted as the core KPI in every review
What's included
- GA4 implementation with an event and conversion schema tied to real business actions
- Google Tag Manager as a single, versioned, documented tagging layer
- A strict UTM taxonomy so channels stop claiming each other's conversions
- Looker Studio dashboards blending ad spend with CRM outcomes
- CPL-Q framework: qualified cost per lead as the optimisation target
- Market, competitor and channel research shaping the next quarter's plan
How I approach it
- 1
Audit what is actually tracked
Most accounts count form loads, duplicate conversions or bot traffic. That gets cleaned before any dashboard is built.
- 2
Build one tagging layer
One GTM container, versioned, with documented triggers and no hardcoded pixels scattered through the site.
- 3
Close the loop with the CRM
Every lead carries both its source and its qualification verdict, which is what makes CPL-Q possible.
- 4
Report where decisions happen
A live dashboard the whole team reads weekly, replacing manual spreadsheet pulls.
Tools I use
Frequently asked questions
What is CPL-Q?
Qualified cost per lead: media spend divided by the leads sales accepts, rather than every form fill. It stops budget drifting toward cheap, unusable volume.
Can attribution work without a CRM?
Partly. Source capture and GA4 events work anywhere, but qualification has to come back from somewhere — a CRM, or even a maintained sheet.
How long does an attribution build take?
Typically three to five weeks for tagging, taxonomy and a first live dashboard, then refinement as CRM data flows back.
Want this running on your account?
Tell me where growth is stalling and I'll tell you what I'd change first.
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