Mari Luukkainen

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Traits

Machine-readable tags derived from page views and behavior (tied to entities) that feed analytics, automation, and CRM without manual interpretation.

Last updated: December 12, 2025

Definition

Machine-readable tags derived from page views and behavior (tied to entities) that feed analytics, automation, and CRM without manual interpretation.

In practice

  • Derive traits from entity-backed page views so the meaning is stable and reusable across systems.
  • Use traits to trigger lightweight journeys and outreach plays (high-intent, retention, risk).

Common mistakes

  • Creating traits from ad hoc page conditions that break when URLs change.
  • Generating traits that aren’t used anywhere (noise without downstream value).

Related terms

  • Programmatic content (in GTM30) — A structured system (not a pile of long-tail pages) that turns your website into: a discoverability layer, a single source of truth for your narrative, and a data layer for automation, CRM, and LLMs.
  • Cross-functionality (in GTM30) — One shared narrative, one shared data model, one shared view of the customer, and one shared operating cadence across Product, Growth, Sales, and Support.
  • Entity model — A small, stable set of entities (problems, use cases, roles/personas, industries, etc.) and their fields/relationships that power content, analytics, automation, and LLM retrieval.
  • Signal — A meaningful observation from community, ambassadors, support, or content performance (friction, requests, language patterns, objections) that can be tagged, routed, and acted on.
  • Intent level — A shared signal of how close someone is to action (low/medium/high), inferred from patterns like page types viewed, depth, and CTA behavior — used for routing and prioritization.

Related GTM30 pages

  • Events → traits
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