What is marketing attribution?

Marketing attribution is the process of assigning credit to the specific marketing touchpoints that contributed to a conversion or sale. Common models include last-click, first-click, linear, and data-driven attribution.

The Intelligence

Data without architecture is just noise.

See the Marketing Analytics & AI Operations service Book a call

Analytics, MarTech, and Reporting

Most marketing technology stacks are purchased optimistically and used reluctantly. CRMs with half the fields populated. Analytics dashboards that nobody checks. Attribution reports that nobody trusts.

The Intelligence pillar audits the existing MarTech stack, removes what is not being used, fixes what is broken, and builds the reporting infrastructure that turns raw data into decisions.

In a GenAI-native practice, The Intelligence pillar also covers AI tool integration: identifying which AI tools genuinely compress timelines and improve quality, and building the workflows to use them systematically.

Scope

What this pillar covers

MarTech Stack Audit and OptimisationA complete audit of your existing marketing technology: what tools you have, what they cost, what they are supposed to do, and what they are actually doing.

Marketing Analytics and Reporting InfrastructureInstalling the tracking foundation: GA4, conversion tracking, UTM parameter discipline, and the event taxonomy that allows you to measure what actually matters.

Attribution ModellingDefining how credit is assigned across touchpoints: first-touch, last-touch, linear, or data-driven attribution.

CRM Strategy and Implementation OversightCRM selection, configuration, pipeline design, lifecycle stage definitions, and the handoff protocols between marketing and sales.

AI Tool Integration and Workflow AutomationIdentifying the AI tools that genuinely add value: content generation, image production, research, customer support, or reporting. Building the workflows that integrate them into daily operations.

Data Strategy and Decision FrameworksThe governance layer: which metrics matter, who owns which number, how frequently decisions are reviewed, and what threshold of data is needed before a strategic decision is made.

Proof: The Intelligence at work

45%Lower cost per purchaseSoul & Surf 5xROAS increasePointdot

Common questions

A MarTech stack (marketing technology stack) is the collection of software tools that a marketing team uses to plan, execute, measure, and optimise their marketing activity.

Why it matters

The Intelligence pillar pays for itself through the spend it saves. Most businesses are running paid campaigns on channels they cannot attribute, using tools they are not fully using.