# Product-led Revenue Operations play brief

Andrew Kurau · Material Impact Group

Connect a product signal with one useful customer action and a credible evaluation. Thresholds below are illustrative, not universal benchmarks.

Source: https://materialimpactgroup.com/revops-for-plg/

Initiative or system: 
Accountable owner: 
Review date: 

## Hypothesis and eligible unit

Who may benefit, what will change, and what customer or economic outcome should improve?

Your response:

Illustrative example: For strong-fit activated accounts, relevant assistance will increase 45-day paid conversion enough to cover assistance cost without harming self-service conversion or customer experience.

## Fit, behavior, and event contract

Define account fit, value milestone, required properties, window, and rule version.

Your response:

Illustrative example: Verified B2B account match; workspace activated within 14 days; three active intended users and an observed premium need. Signal includes account, workspace, timestamp, reason, version, and source evidence.

## Suppression and ownership

Who must not receive the action? Who receives unmatched, disputed, or existing-owner accounts?

Your response:

Illustrative example: Suppress paid customers, active opportunities, opt-outs, severe support incidents, tests, and unresolved identity. Existing owner first; otherwise the named segment queue.

## Customer action and response time

What does the customer receive? Who acts, when, and through which channel?

Your response:

Illustrative example: Offer relevant implementation or packaging guidance within two business days. Keep self-service available. One action per account per pilot; review before requalification.

## Comparison and measurement

Freeze eligibility before assignment. Specify the comparison, sample limits, formulas, and observation period.

Your response:

Illustrative example: Randomize eligible accounts where feasible. Compare 45-day paid conversion, retained gross profit, assistance cost, opt-outs, and support burden. Track 90-day adoption and retention separately.

## Monitoring, review, and stop conditions

Who watches event quality, identity, routing, execution, and customer harm? When will a decision be made?

Your response:

Illustrative example: Review failures and responses weekly. Pause for incorrect account matching, duplicate outreach, or material negative customer response. Scale only after the cohort matures and the evidence supports it.

## Before you act

- [ ] Qualification is not proof of buying intent.
- [ ] Count account outcomes, not user events, when the account is the decision unit.
- [ ] Verify delivery of the intervention before interpreting conversion.
- [ ] Do not declare success from meetings or early conversion alone.

## Decision and next action