Reach
Enter an objective estimate of affected users or transactions over a defined period; tie the figure to source data such as monthly active users or projected sales to avoid guesswork.
A consistent RICE document reduces bias, forces explicit assumptions, and creates a repeatable method for ranking work. It improves transparency for stakeholders by documenting inputs, ownership, and decision dates, which supports governance and post-implementation review.
Product managers, strategy leads, and portfolio owners typically prepare RICE entries to compare competing initiatives and recommend priorities.
Stakeholders across product, engineering, finance, and executive teams use the document during planning cycles and governance reviews to reach aligned prioritization decisions.
Enter an objective estimate of affected users or transactions over a defined period; tie the figure to source data such as monthly active users or projected sales to avoid guesswork.
Record the expected effect on a business metric (conversion, revenue, retention) using a clear scale and examples so reviewers can compare differing assumptions consistently.
Indicate the reliability of estimates as a percentage and enumerate evidence supporting the score (A/B tests, pilot results, expert judgment).
Provide total effort in person-weeks or story points along with breakdown by role so resource needs are visible and comparable across items.
Show the computed RICE score, automated where possible, and the item rank within the review batch; include date-stamped ranking history for auditability.
List assumptions, calculation notes, linked research, or mockups so reviewers can validate inputs without hunting for external context.
| Field | Configuration |
|---|---|
| Reach Field | Numeric input with source link and optional auto-fill from analytics. |
| Impact Field | Dropdown or numeric entry tied to defined metric types. |
| Effort Field | Person-weeks input with role breakdown and validation rules. |
| Computed Score | Automated formula: (Reach * Impact * Confidence) / Effort |
Use a platform that supports fillable fields, computed columns, audit trails, and role-based access for secure sharing.
Verify that your chosen service supports the required integrations (Salesforce, NetSuite, Google Workspace) and provides tamper-evident audit trails for governance and future audits.
Team adopted a shared RICE template to align priorities across product and sales
Real-estate operator used RICE to triage operational improvements and digital investments
| signNow | DocuSign | Adobe Sign | PandaDoc | HelloSign | |
|---|---|---|---|---|---|
| Starting Price | $8/user/mo | $15/user/mo | $14/user/mo | $19/user/mo | $15/user/mo |
| Free Trial | 7-day free trial | Varies by plan | Varies by plan | Varies by plan | Varies by plan |
| Bulk Send | Yes (Business Premium) | Yes | Yes | Yes | No |
| Audit Trail | Yes | Yes | Yes | Yes | Yes |
| HIPAA Compliant | Yes (BAA available) | Yes (BAA available) | Yes (BAA available) | No | No |
| Envelope Cap | No cap | 100 envelopes/user/year | Plan-dependent | Plan-dependent | Plan-dependent |