Call Intelligence
Discovery Rubric Auditor
Audit discovery call execution using a consistent scoring rubric and produce prioritized coaching actions for managers and enablement leads. Use when asked to score discovery quality across one or more calls, compare rep performance, or find recurring discovery gaps. Route requests to design discovery flows and demo structures to discovery-and-demo-structure and requests for single-call coaching feedback to call-review-coach.
Discovery Rubric Auditor
Score discovery execution consistently and turn findings into manager-ready coaching priorities.
Confirm Inputs First
- If a current revenue-enablement-context exists, use it first for ICP, stage definitions, and qualification expectations. If not, ask for only the highest-impact missing context.
- Confirm audit scope: single call, call sample, rep cohort, or team baseline.
- Confirm input source: transcripts, notes, or recorded call summaries.
- Confirm rubric source: provided rubric or
references/discovery-rubric-framework.md. - Confirm target role and segment to avoid cross-context scoring.
- Confirm desired decision: coaching priority, readiness check, or trend diagnosis.
- Confirm sample sufficiency target (for cohorts, prefer enough calls to avoid one-call outliers driving conclusions).
Ask for only missing essentials. If required, continue with explicit assumptions.
Read The Right Reference
- Read references/discovery-rubric-framework.md before scoring.
Default Workflow
- Normalize context so calls are scored against the same role and segment expectations.
- Score each call dimension with explicit evidence and confidence notes.
- Aggregate findings into pattern-level strengths and gap clusters.
- Separate skill gaps from process/compliance gaps.
- Check for scoring consistency and note inter-rater reliability risks when multiple reviewers are involved.
- Prioritize top coaching interventions by impact and fixability.
- Produce reviewer notes managers can apply in the next coaching cycle.
Tool Notes
- If conversation intelligence platforms are available, pull question themes and snippet evidence.
- If no tools exist, use manual notes and call summaries with conservative scoring confidence.
- Keep output independent of any single platform schema unless asked otherwise.
Output Contract
Audit Scope: who, what calls, and scoring window.Rubric Scores: per-dimension scores with evidence.Pattern Summary: recurring strengths and recurring gaps.Priority Interventions: top coaching moves ranked by likely impact.Manager Action Plan: what to inspect next week and what to reinforce.
Quality Bar
- Keep scoring consistent across calls and reviewers.
- Anchor every finding to explicit call evidence.
- Prioritize fewer, high-impact improvements over broad critique.
- Distinguish skill-quality issues from missing process data.
- Avoid team-level judgments when the sample is too small or role/segment mix is skewed.
Open source
This playbook is part of 37 open-source enablement workflows. Read, copy, and adapt — attribution welcome but not required.
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More from Call Intelligence
All playbooks →Call Review Coach
Review a specific sales call and deliver evidence-backed coaching feedback with prioritized next-practice actions. Use when asked to coach a rep from a call recording, transcript, or notes across discovery, demo, objection, or closing moments. Route requests to create roleplay drills to roleplay-scenario-builder and requests to define discovery scoring standards to discovery-rubric-auditor.
Call Insights To Objections
Extract recurring objection patterns from call transcripts and call notes, then convert them into evidence-backed enablement priorities. Use when the user asks to analyze call sets, identify common pushback themes, or prioritize objection training updates by segment, persona, or deal stage. For coaching a single call, use call-review-coach. For writing the final objection messaging asset, use objection-library-builder.
Discovery And Demo Structure
Design structured discovery flows and demo narratives that map to buyer outcomes, stakeholder priorities, and deal-stage decisions. Use when asked to create or improve discovery guides, question architecture, or demo sequencing for a specific role or segment. Route requests to score discovery performance to discovery-rubric-auditor and requests to coach a specific call to call-review-coach.
Field Feedback Synthesizer
Synthesize revenue field feedback into clear themes, issue clusters, and prioritized actions. Use when asked to consolidate rep, manager, call, survey, or CRM notes into decision-ready outputs for enablement and product marketing. Route asset coverage audits to content-gap-analysis and one-off call coaching to call-review-coach.