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Latest articles from Nodal AI

A London shop analyst compares a unified customer profile with campaign attribution on a tablet.

Customer data platform vs marketing analytics: How they differ

Compare customer data platform vs marketing analytics: learn how CDPs unify profiles while analytics measures campaign performance, conversions and RO...

· 16 min read
Growth-marketing analyst reviewing unified CRM, web, email and advertising data in an analytics dashboard

How to Build a Growth Marketing Analytics Stack for Clear Decisions

Build a growth marketing analytics stack that connects your tools, aligns key measures and turns scattered data into clear decisions and faster optimi...

· 16 min read
A London marketer checks campaign data being cleaned and combined for an attribution report in Nodal Platform.

ETL Process for Marketing Data, From Sources to Insights

See how the etl process for marketing data connects platforms, cleans records and prepares reliable insights for better reporting and campaign decisio...

· 18 min read
Marketing data specialists evaluate governance, source lineage and model updates on an analytics platform in London

Questions to Ask a Marketing Analytics Vendor About Data

Use these questions to ask a marketing analytics vendor about data quality, governance, models and integrations, and choose tools that turn insights i...

· 17 min read
Marketing and finance colleagues review linked customer-journey and business-outcome metrics on an analytics dashboard.

How to Build a Marketing Measurement Plan Around Your Goals

Learn how to build a marketing measurement plan that links goals to metrics, data owners and reporting, helping teams make smarter budget and campaign...

· 19 min read
London agency analysts consolidate cross-channel customer journeys for automated client reporting

Marketing reporting tools for UK agencies: compare client automation options

Compare marketing reporting tools for agencies UK: automate client reports, assess integrations and white-label dashboards, and clarify client results...

· 17 min read
An analyst compares blended and channel-level CAC in a London finance room.

Blended CAC: What Costs Count and How to Compare It

Learn blended CAC optimisation: see which sales and marketing costs to include, compare channel figures, and use the ratio to assess acquisition effic...

· 15 min read
Analyst compares paid search, SEO and referral CAC using physical customer and cost tokens.

Customer Acquisition Cost by Channel: Compare CAC Drivers

Compare customer acquisition cost by channel, uncover the drivers behind paid, organic and referral spend, and find sustainable ways to grow efficient...

· 16 min read
Analysts separate explicit and implicit revenue signals on a magnetic account-planning wall

2 Ways to Understand Revenue Signals and Act on Them

Learn what is a revenue signal, how to read explicit and implicit buyer activity in context, and turn reliable insights into timely actions that suppo...

· 16 min read
A shopkeeper and analyst join CRM, POS and advertising data paths beside a scanned vase.

How to Fix Fragmented Reporting for Clearer Sales and Marketing Forecasts

Learn how to fix fragmented reporting across CRM, POS, and ad platforms, align data and definitions, and build clearer sales and marketing forecasts.

· 17 min read
Analyzing marketing campaign effectiveness: ROI or incremental lift

Analyzing marketing campaign effectiveness: ROI or incremental lift

Learn how analyzing marketing campaign effectiveness compares ROI with incremental lift, using A/B and holdout tests to reveal what your campaign trul...

· 18 min read
How to Analyze Marketing Channel Performance for Profitable Growth

How to Analyze Marketing Channel Performance for Profitable Growth

Use marketing channel performance analysis to link touchpoints with revenue, compare costs and returns, and make smarter budget decisions for profitab...

· 15 min read