Attribution Modeling Services
Attribution modeling services answer the question every marketing budget meeting circles around: which channels actually produce customers? We combine platform data, CRM outcomes and statistical models so you stop relying on each ad platform's own flattering numbers.
How we approach attribution modeling services
Google Ads, Meta and LinkedIn each claim credit for the same sale. Last-click reports in GA4 undervalue awareness campaigns, while view-through numbers inflate them. Add offline sales, long B2B cycles and consent-related tracking gaps, and most attribution reports end up as a debate rather than a decision tool.
We first fix the plumbing: consistent UTMs, offline conversion uploads from your CRM, and deduplicated conversions. Then we pick the method that fits your data. Data-driven attribution works for high-volume ecommerce; marketing mix modelling suits brands with offline media or longer cycles; incrementality tests settle specific arguments, like whether branded search would convert anyway. You get a model you can explain to finance, a monthly channel contribution view, and budget recommendations with the assumptions written down.
Small accounts with only one or two channels rarely need formal modelling.
- A measurement plan agreed before tracking is built
- Privacy-friendly, consent-aware data collection
- Dashboards designed for decisions, not decoration
Working with Nians
One strategist owns your plan and brings in the specialists it needs. You hear from us every week, and every piece of work starts with an audit.
What our Attribution Modeling Services include
The usual building blocks. We drop what you don’t need and add what you do.
Measurement plan
The KPIs and events that matter, agreed up front.
Tracking implementation
GA4, Tag Manager and platform pixels set up cleanly.
Server-side & consent
Accurate data that respects privacy rules.
Dashboards
Looker Studio or Power BI views for each audience.
Attribution
Credit assigned fairly across channels.
Insight reviews
Regular sessions that turn data into decisions.
How we deliver
You see the plan before any work starts.
Measurement plan
The KPIs, events and definitions everyone agrees on.
Implement
GA4, Tag Manager, pixels and server-side tagging set up cleanly.
Validate
Numbers checked against your CRM and orders before anyone relies on them.
Dashboards
Reports built for the people who make decisions.
Maintain
Tracking kept working as the site and campaigns change.
You may also be interested in
Solutions this service is part of
Who usually asks for it
Case studies & resources
Real-world results and practical reading to help you plan your next step.
Client stories
How similar work has played out for other businesses.
Helpful resources
Guides, tools and articles our team recommends on this topic.
Questions we often hear
Straight answers to the things clients ask us most. If yours isn’t here, just ask.
What is the best attribution model?
Why do Google Ads and Meta report different conversions than GA4?
Do you work with GA4 and server-side tracking?
Let’s plan your next stage of growth.
A free 30-minute session with a senior Nians strategist. You leave with a prioritised plan, whether or not you work with us.