---
title: Attribution Governance — RGM Training
url: https://realgrowthmatters.com/training/marketing-operations/attribution-governance/
updated: 2026-06-10
source_html: https://realgrowthmatters.com/training/marketing-operations/attribution-governance/
---

[Home](../../../index.html) › [Training](../../index.html) › [Marketing Operations](../index.html) › Attribution Governance

RGM° · Training

# Attribution Governance

Attribution is political. Without governance, disputes consume time and degrade trust.

### What you will learn

1. [Why attribution governance matters](#why)
2. [The political reality](#issue)
3. [Attribution governance committee](#committee)
4. [Documented attribution policy](#policy)
5. [Methodology change management](#changes)
6. [Stakeholder communication](#communication)
7. [When teams disagree](#arbitration)
8. [Annual attribution audit](#audit)
9. [Advanced playbook](#advanced)
10. [Common mistakes](#mistakes)
11. [Operating checklist](#checklist)

## Why governance matters

Attribution is political. Sales wants credit; marketing wants credit; channel teams each want credit. Without governance, attribution disputes consume time and degrade trust. With governance, methodology decisions are made once and applied consistently.

## The political reality

- Channel teams compensated on attributed performance.
- Marketing and sales sometimes credited overlapping deals differently.
- Brand vs performance budgets contested annually.
- Vendors push attribution that favors their platform.
- Executives demand single numbers but methodology has trade-offs.
- Without governance, "who's right" arguments recur indefinitely.

## Governance committee

- **Composition.** Marketing leadership, sales leadership, finance, analytics, channel owners.
- **Cadence.** Quarterly meeting.
- **Authority.** Sets attribution methodology; reviews changes.
- **Documentation.** Decisions logged with rationale.
- **Escalation path.** Resolves cross-team disputes.

## Documented attribution policy

- What methodology for what decision (MTA, MMM, incrementality).
- Lookback windows per channel.
- Credit-sharing rules when multiple channels touch.
- Sourced vs influenced definitions.
- How marketing-sourced and sales-sourced credit work together.
- Cross-channel cannibalization handling.
- Brand vs performance attribution split.
- Compensation tie-ins documented.

## Methodology change management

- Major methodology changes require committee approval.
- Changes communicated in advance with impact analysis.
- Historical data restated for comparability.
- Compensation implications addressed.
- Reporting transition period documented.
- Rollback plan if change produces unexpected effects.

## Stakeholder communication

- Methodology context included in reports.
- Confidence ranges, not point estimates, for high-uncertainty.
- Distinction between attributed and incremental.
- Triangulation across methods.
- Acknowledge platform-reported limits.
- Stakeholder education ongoing.

## Disagreement arbitration

- Methodology question? Committee decides.
- Methodology applied incorrectly? Analytics team adjudicates.
- Data quality question? Data engineering investigates.
- Compensation impact? Finance and HR involved.
- Escalation path documented; no surprises.

## Annual audit

- Methodology still appropriate?
- Implementation matches documented methodology?
- Reporting reconciles across teams?
- Compensation logic up to date?
- External benchmarking against industry practices.
- Recommendations for next year.

## Advanced playbook

- **Triangulation reporting.** Platform-reported, MTA, MMM, incrementality side by side.
- **Calibration multipliers.** Documented discount factors on platform-reported numbers.
- **Pre-mortem on attribution changes.** What could go wrong before launching new methodology.
- **Stakeholder education program.** Quarterly training on attribution literacy.
- **External advisor or auditor.** Independent review of methodology choices.
- **Compensation alignment workshop.** Annual alignment of attribution and incentives.
- **Cross-functional reporting standards.** Same numbers in board, exec, team reports.
- **Vendor methodology transparency.** Don't use black-box attribution.
- **Documentation as code.** Methodology in version control.
- **Annual offsite on measurement.** Full-day workshop with cross-functional team.

## Common mistakes

- No documented policy; each dispute relitigated.
- Methodology changed without committee.
- Compensation misaligned with attribution.
- Channel teams own their own attribution methodology.
- Sales-marketing methodology diverges.
- No triangulation; single source treated as truth.
- Stakeholders not educated on limitations.
- Point-estimate reporting without uncertainty.
- Methodology not externally validated.
- Vendor methodology accepted without scrutiny.
- No annual review; drift compounds.
- HiPPO overrides documented policy.

## Operating checklist

- Attribution governance committee active
- Documented attribution policy
- Methodology change management process
- Triangulation reporting infrastructure
- Calibration multipliers documented
- Compensation alignment with attribution
- Stakeholder education ongoing
- Annual attribution audit
- External methodology review
- Cross-functional reporting standards
- Confidence ranges in stakeholder reports
- Decision log of methodology changes

## Sources and further reading

- RGM Attribution & Measurement training series
- SiriusDecisions / Forrester attribution governance
- Wes Nichols — cross-channel measurement
- Avinash Kaushik attribution philosophy
- Recast, Haus — measurement vendor methodology
- Northbeam, Triple Whale — DTC attribution
- IAB Attribution Standards working group
- Andrew Stephen academic attribution research
- MMA Cross-Channel Measurement
- Refine Labs attribution commentary
- Mark Ritson measurement columns
- Marketing Brew attribution coverage

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Part of the [Marketing Operations](../index.html) series.