liveBook · Manning

Sourcing layer

As explained in First-Party Data Activation

The sourcing layer is the architectural stage where data is collected and consolidated from internal and external sources.

The sourcing layer is the first stage of a privacy-centric marketing architecture: businesses collect and consolidate information from internal sources, external partners, agencies, and market research. It establishes the inputs for later marketing decisions while requiring consent, data minimization, and protection against re-identification. section 2.3 section 2.3.1

Core sourcing categories include:

  • Customer and engagement data, including profiles, interactions, transactions, feedback, and experience records. section 2.3.1
  • Marketing and content performance data, including creative assets, promotional content, product information, and campaign metrics. section 2.3.1
  • Operational business data, external and market intelligence data, and privacy and compliance data. section 2.3.1

From raw records to useful signals

A fitness app uses location, age, and fitness goals to tailor recommendations. A software company analyzes recurring support requests to improve its FAQ, while an online retailer uses abandoned-order data to encourage completed purchases. section 2.3.1

Figure 2.3 Sourcing layer: core data categories
A cartoon character and some information

AI-generated content may be incorrect.

Use the category map to distinguish the major inputs that enter the sourcing layer before consolidation and analysis. section 2.3.1

How First-Party Data Activation covers it

How deep it goes
Defines five sourcing categories and illustrates selected customer-data types, while stopping short of implementation details.
Examples
Uses fitness recommendations, support analysis, abandoned-order reminders, and campaign assets to make sourcing categories concrete.
What it assumes
Assumes basic marketing-data familiarity while establishing the five-layer architecture and sourcing categories.
What you can do after
Evaluate which internal and external data inputs support personalization, campaign improvement, and privacy compliance.
How it connects
Connects the sourcing layer to the data foundation, insights and intelligence, engagement and activation, and media distribution layers.

This explainer was generated by Manning's knowledge graph from the text of First-Party Data Activation. The section links point to the parts of the book it draws on.