InteractiveAttribution deep dive · Northbeam·12 min read

Northbeam: an honest deep dive

Northbeam pitched themselves as the methodologically serious answer to Triplewhale: real multi-touch attribution backed by their own pixel, plus a media-mix model that runs nightly across all your channels. The product is denser and the buyer is more sophisticated - typically a CMO or head of growth at a $50M+ DTC brand who has hired (or wants to hire) a data analyst. Their Creative Insights tab competes directly with Triplewhale's cockpit, and their Snowflake and BigQuery sync is part of the standard offering rather than a paid add-on. The trade-off is price ($1K-$10K+/mo) and onboarding time (weeks, not days). For brands with the spend and discipline to use it, the methodology is harder to argue with than platform-blended last-click.

Founded

2020

HQ

San Francisco, USA

Funding

Series A - $15M raised

Methodology

MTA deterministic

Buyer view

The methodologically serious answer to 'which channel actually drove that order?'

Northbeam is what you graduate to when last-click stops being defensible - usually around $1M/mo in ad spend or after a CFO starts asking hard questions. It runs real multi-touch attribution (MTA) and pairs it with a media-mix model (MMM) that runs every night.

The trade-offs vs Triplewhale: it costs more, takes longer to set up, and the UX is denser. The upside: when the numbers are challenged, you can show your work. For most $1M+/mo DTC brands, that's worth the price.

Methodology

Deterministic multi-touch attribution + nightly MMM on top.

Inputs

  • Meta Ads
  • Google Ads
  • TikTok Ads
  • YouTube Ads

Engine

Deterministic multi-touch attribution + nightly MMM on top.

Outputs

  • Ad-level dashboard
  • CAPI feedback to platforms
  • Warehouse export (Snowflake (native))

Capability profile

How Northbeam scores across the seven dimensions that actually differentiate attribution platforms

Scores are evidence-weighted, not vendor-supplied. The note under each bar explains the score.

Creative Attribution

4/5

Creative Insights is competitive with Triplewhale; less polished UX.

Incrementality Testing

5/5

Geo-holdout + MMM is a primary feature, not an upsell.

Cross Channel

5/5

Strongest cross-channel coverage in the category, including CTV.

Data Export

5/5

Snowflake share included by default; warehouse-first by design.

Speed To Value

3/5

Onboarding is 2-4 weeks; MMM needs ~90 days of data to stabilize.

Accuracy Claim

4/5

Methodology is defensible; MMM-validated MTA is the strongest blend on offer.

Support Quality

4/5

Dedicated CSMs; less Slack-native than Triplewhale.

Where it shines
  • Methodologically the most serious tool in the category.
  • Snowflake share is included, not gated.
  • MMM + MTA blend gives you both the trend and the diagnosis.
  • Cross-channel coverage including CTV and Reddit.
Where it falls short
  • Price wall starts at $1K/mo - not for sub-$250K/mo accounts.
  • Onboarding is heavy; MMM takes 90 days to be useful.
  • UX is denser than Triplewhale; needs a power user.
  • Less mindshare among Shopify-native operators than Triplewhale.
Right tool when
  • DTC brands at $1M+/mo spend with a real measurement question.
  • Teams with at least one analyst who can live in the tool.
  • Multi-channel stacks where TV or radio is part of the mix.
Wrong tool when
  • Sub-$250K/mo accounts - the price doesn't pay back.
  • Teams that just want a dashboard and don't want to think about methodology.
  • Buyers who can't tolerate a 2-4 week implementation.
Integrations

What it connects to

Ad platforms

  • Meta Ads
  • Google Ads
  • TikTok Ads
  • YouTube Ads
  • Snapchat Ads
  • Pinterest Ads
  • Reddit Ads
  • Connected TV (limited)

Storefronts

  • Shopify
  • Shopify Plus
  • Recharge
  • Custom (via API)

Analytics + email

  • GA4
  • Klaviyo
  • Attentive

Warehouses

  • Snowflake (native)
  • BigQuery
  • Redshift

Other

  • Slack
  • Looker
  • Tableau
API & data access

Style

REST + Snowflake share

Public

Yes

Rate limit

Per-account; generous on enterprise

Webhooks

Yes

Docs: https://docs.northbeam.io

Buyer profile

CMO or head of growth at a $30M+ DTC brand. Has fought the attribution argument and lost. Wants methodology to point at, not just numbers.

Common buyer notes

  • Onboarding is 2-4 weeks; budget the time.
  • MMM needs ~90 days of clean data to stabilize - don't expect MMM insights in week one.
  • Snowflake share is included; have a destination warehouse ready.

Read the contract

  • Annual commits are the norm at Pro and above.
  • Pricing is spend-tiered and escalates faster than Triplewhale.
  • Custom MMM scoping is enterprise-only.
Common complaints
  • Numbers don't match Meta or Triplewhale - which is the point, but creates internal arguments.
  • Pricing escalates with spend faster than expected.
  • Power-user tool; new hires need training.
Graduation path

What buyers move to next

When Northbeam customers outgrow the product, they typically move toward:

  • Stay - Northbeam scales to enterprise
  • Snowflake + dbt + custom MMM in-house
  • Hire a quant team

Creative-team fit

How relevant is this tool to your creative team?

Medium-high. Creative Insights gives ad-level breakdowns but is less Monday-morning friendly than Triplewhale. Sophisticated creative teams will appreciate the incrementality angle.

Compare directly

Northbeam vs the alternatives

Most buyers narrow it to two candidates. Use the dedicated vs page for each pair.

Sources

What we read to build this

Northbeam tells you what worked. Shuttergen helps you ship the next 25 variants.

Attribution closes the analysis loop. A creative engine closes the production loop. You need both.

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