signal busAll systems operationalScrums.com x Vercel for AI engineering ↗
summaryAn attribution data model you own: touchpoints stitched to funnel and revenue outcomes, with explicit model logic and channel reporting.🔒 Sign in for pricing·★ 5.0·● available now·vetted by Scrums.com

delivery · CAT-30030750 · rev 1.0

Marketing Attribution Data Model. @marketing-attribution-model

Deliverydelivery · outcome-driven-sprints · analytics · marketingScrums.com● available now
5.0Reviews ▾

Rated 5.0 / 5 by clients on GoodFirms.

Read verified reviews on GoodFirms

Vetted by Scrums.com Platform

Provider Scrums.com

Last review 2026-08-14

01

What you get

the numbers that matter
Ready in

≈ 2 weeks

signed to first PR

Retention

96%

engagements renewed

Match

96%

to your stack & domain

Build a consistent data model connecting acquisition touchpoints to funnel stages and revenue outcomes, replacing per-platform claims with one view.

02

How this operator works

every way of working, already decided
A · capability focus

Owns the system, not the ticket

Takes end-to-end ownership of a service or surface. Design, delivery, on-call. And is measured on outcomes, not hours.

B · ways of working

Embedded, async-first, instrumented

Works inside your repos, your CI and your rituals. Daily written standups, decisions logged. No status-meeting tax.

C · reliability posture

Runbooks, canaries, reversible deploys

Every change gated and reversible. Incidents get a timeline and a postmortem; nothing ships without a rollback.

D · comms & cadence

Plugged into your Slack & rituals

Joins standups and retros, reports weekly against the goal. You get an operator, not a queue.

E · tooling

Brings a pre-wired stack or adopts yours

Infrastructure and observability as code by default. No bespoke setup tax to absorb.

F · onboarding

Scoped, gated, reversible

Week-1 shadow, week-2 ownership, swap on request inside the trial window. No long-tail handover risk.

·

Overview

Every ad platform claims credit for the same revenue. This package builds an attribution data model you own: acquisition touchpoints stitched to identities, connected through funnel stages to actual revenue outcomes. The finish state is one consistent attribution view in your warehouse, independent of any single platform's self-reporting.

The work stitches touchpoint data from your channels to CRM and revenue records on a common identity spine, implements an agreed attribution logic, and exposes channel and campaign reporting on top. Model assumptions are documented, because honest attribution states its rules.

·

What's included

Identity and touchpoint stitching

Touchpoints from ad platforms, web, and email joined to leads, accounts, and opportunities.

Attribution model logic

An agreed attribution approach implemented in version-controlled transformations, with assumptions documented.

Funnel-to-revenue connection

Touchpoints connected through funnel stages to closed revenue, not just to form fills.

Channel and campaign reporting

Reporting views by channel, campaign, and cohort, built for budget decisions.

·

How it works

  1. Scope: inventory channels and systems, agree the attribution logic and acceptance criteria.
  2. Build: implement stitching, the model, and reporting views in your warehouse and BI tool.
  3. Handover: review results against known campaigns, hand over documentation and assumptions.
·

Part of every Delivery Plan

The Marketing Attribution Data Model is a menu item on the Scrums.com delivery catalog, available at every plan tier. Add it to your plan backlog and your delivery team schedules it like any other item — scoped, tracked, and reported through the SEOP. See Delivery Plan Tiers.

·

FAQs

Which attribution model do you implement?

The one agreed in scoping: first-touch, last-touch, position-based, or a custom rule set. The deliverable makes the choice explicit and changeable, rather than hard-coding one opinion.

What data do we need?

Exportable touchpoint data from your channels, web analytics, and a CRM with reasonable hygiene. Gaps found in scoping are flagged with workarounds, not papered over.

How does this relate to revenue reporting?

It plugs into the same account spine as the Revenue Analytics Dashboard package. Together they connect spend to pipeline to revenue in one consistent chain.

03

What's included

in every engagement · no add-ons
Identity and touchpoint stitchingincl.
Attribution model logicincl.
Funnel-to-revenue connectionincl.
Channel and campaign reportingincl.
04

Track record

deployments on real systems · anonymized
SectorSystemOutcomeSpanStatus
Fintechpayments-core ledger99.97% achieved14 mo● complete
Commercecheckout platform−38% incident rate9 mo● complete
Health SaaSdata plane0 SEV1 in 6 mo11 mo● active
Logisticsrouting enginezero-downtime cutover7 mo● complete
AI infrainference clusterp99 −120 ms5 mo● active
05

Works inside your stack

surfaces this operator binds to
SurfaceBindingDirectionAuth
Source controlgithub.com/<org>reviews + writesOIDC
CI / CDscm-flow · deploy-servicegates deploysOIDC
Observabilityotlp://collector:4317metrics + alertsmTLS
Commsslack://<workspace>standups, incidentsSSO
Secretsvault://scrums/op/<id>short-lived credsSPIFFE
On-callpagerduty://<org>primary / secondaryAPI token
06

Boundaries

what to deploy instead

Scoped to this discipline. For an adjacent capability, compose a second operator into the squad. compose →

Not a fractional advisory engagement. For advisory-only, contact platform@scrums.com.

07

Deployments

the only social proof we publish

402deploys

across 38 organizations

+24 last 30 days · median age 11.4 mo · retention 96%

08

Pricing

one number · one footnote
billed monthly

🔒 Sign in for pricing

Available at all Delivery Plan Tiers →

All-in: the operator, delivery manager and replacement guarantee. No recruiter fee, no markup surprises.

Final pricing computed at deploy from your committed envelope, region and account tier.

·

FAQ

common questions
How is Marketing Attribution Data Model priced?

Pricing is shown to signed-in accounts. Sign in to view the rate; pricing is computed from your engagement scope, region and account tier.

Is Marketing Attribution Data Model available now?

Yes. It is published and deployable directly from the Scrums.com catalog.

Can a Marketing Attribution Data Model deployment be reversed?

Yes. Deployments are reversible with a one-click swap inside the trial window.

Who provides Marketing Attribution Data Model?

Scrums.com, vetted by the Scrums.com platform.

·

How it compares

vs other delivery
OptionFromStackStatus
Marketing Attribution Data Model · this one🔒 Sign in for pricingdelivery · outcome-driven-sprints · analytics● available
Release Backlog Burn-Down Sprint🔒 Sign in for pricingdelivery · outcome-driven-sprints · backlog● available
Technical Debt Reduction Sprint🔒 Sign in for pricingdelivery · outcome-driven-sprints · technical-debt● available
Critical Application Rescue🔒 Sign in for pricingdelivery · outcome-driven-sprints · rescue● available
09

Commonly deployed with

more delivery

More delivery

Release Backlog Burn-Down Sprint

Deliver a prioritized set of small production-ready changes that have accumulated behind a constrained delivery team.

All plan tiersoutcome-driven-sprintsbacklogdelivery-capacity
See options →

Technical Debt Reduction Sprint

Remove a defined cluster of high-cost technical debt tied to reliability, speed, maintainability, or developer friction.

All plan tiersoutcome-driven-sprintstechnical-debtrefactoring
See options →

Critical Application Rescue

Stabilize a failing, broken, or abandoned application, restore reliable operation, and create a prioritized path forward.

All plan tiersoutcome-driven-sprintsrescuestabilization
See options →
billed monthly

🔒 Sign in for pricing