Hardal vs Northbeam: Measurement Data or Ecommerce MTA?

Hardal and Northbeam both promise more trustworthy marketing decisions. Northbeam concentrates on ecommerce attribution and media planning. Hardal concentrates on the first-party event layer that feeds measurement and advertising across web and mobile.

Hardal vs Northbeam at a glance

	Hardal	Northbeam: Measurement Data or Ecommerce MTA?
Primary job	Collect, govern, measure, and deliver first-party events	Ecommerce marketing intelligence and media allocation
Web collection		First-party pixel and integrations
Native iOS and Android collection		Not listed as the product focus
Multi-touch attribution	Included	Seven published models
Deterministic ad views	Destination data can be collected when available	Published model for participating platforms
Marketing mix modeling	Use exported first-party data with an MMM	MMM+
Server-side conversion delivery	Native destinations and sGTM	Measurement is the primary product
Data governance	Hashing, redaction, transformations, and consent rules	Confirm requirements during evaluation
Self-hosted deployment	Enterprise	No published self-hosted option
Pricing basis Sep 2026	Event volume, from $249/month	Pageview volume, features, and contract structure

Reviewed in September 2026 against Northbeam's MTA product page, attribution model documentation, and pricing page. Ask both vendors for the current commercial and technical scope.

Choose Northbeam for ecommerce media allocation

Northbeam publishes seven attribution models, including simple first and last-touch options, linear MTA, clicks-only, modeled views, and deterministic views. It also offers MMM+ and media strategy services.

Its public pricing guidance targets ecommerce businesses. The Starter plan is month to month for early-stage Shopify brands. Larger Professional and Enterprise agreements use annual terms, and Northbeam recommends Enterprise for businesses spending more than $250,000 a month on performance marketing.

Choose Northbeam when an ecommerce performance team needs detailed paid-media attribution, view-through measurement for supported platforms, and planning tools.

Choose Hardal for collection and activation

Hardal sits closer to the event. It collects data from websites, native apps, servers, and sGTM, applies governance rules, and routes the permitted event to analytics, advertising, CRM, and warehouse destinations.

The Hardal measurement product includes campaign and attribution reports, but the product scope is wider than ecommerce MTA. It handles mobile events, data redaction, PII hashing, regional deployment, and server-side conversion delivery.

Choose Hardal when the business needs to fix the measurement input, standardize web and mobile events, or control the data path before choosing a more specialized model.

Fix missing outcomes before comparing models

Northbeam's model documentation explains how it distributes order value across clicks and verified or modeled views. Hardal's attribution reports use the first-party events collected through its own pipeline. Either report can only work with the conversions it receives.

arabam.com captured 80.1% more PageView data, 22.8% more purchases, and 23.8% more offer events after implementing Hardal server-side tracking. Reconcile observed orders to the transaction system before debating which attribution weights look best.

Can the products work together?

Yes. Hardal can own collection, governance, and signal delivery while Northbeam owns ecommerce MTA and planning. The pairing is useful when Northbeam already drives budget decisions but native app events or server-side activation sit outside its operating scope.

Write down which system owns order totals, identity, attribution, and ad-platform delivery. A two-vendor stack fails when both dashboards are treated as the final answer.

Choose Northbeam for specialized ecommerce MTA and media planning. Choose Hardal for the governed first-party data layer across web and mobile.