Call Intelligence
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.
Field Feedback Synthesizer
Turn noisy field input into actionable insights with clear confidence and priority signals.
Confirm Inputs First
- If a current revenue-enablement-context exists, use it first for ICP, persona, stage, and current initiative framing. If not, ask for only the highest-impact missing context.
- Confirm source types and timeframe.
- Confirm target teams and segments.
- Confirm desired decision context (launch, QBR, quarterly planning, manager coaching).
- Confirm whether structured taxonomy already exists.
- Confirm output audience (enablement, PMM, sales leadership, product).
- If inputs are incomplete, ask for only the minimum missing items or proceed with labeled assumptions.
Read The Right Reference
- Read references/feedback-coding-framework.md for coding rules and confidence levels.
Default Workflow
- Normalize all sources into a consistent record format.
- De-duplicate repeated statements without losing signal strength.
- Tag feedback across theme, stage, persona, and severity.
- Apply source weighting (for example call evidence, CRM notes, surveys, manager anecdotes) before ranking themes.
- Separate evidence statements from interpretation statements.
- Quantify recurring themes by frequency and business impact.
- Identify top issue clusters, likely causes, and recommended actions.
- Label confidence by source quality and sample breadth.
- Route adjacent work: For content backlog prioritization, use content-gap-analysis. For creating new messaging artifacts, use the relevant content skill.
Tool Notes
- Optional tools can accelerate synthesis but are not required: call intelligence exports, CRM notes, survey exports, or spreadsheet datasets.
- If tools are unavailable, proceed with manual coding and explicit confidence labels.
Output Contract
- Theme summary with quantified signal.
- Issue cluster table with likely root causes.
- Recommended actions by owner and horizon.
- Confidence and evidence notes per recommendation.
- Assumptions list when source coverage is incomplete.
Quality Bar
- Themes are traceable to source evidence.
- De-duplication reduces noise without flattening nuance.
- Recommendations are specific and owner-ready.
- Confidence is explicit and justified.
- Output distinguishes signal, hypothesis, and decision.
- Source weighting is explicit so low-quality anecdotal inputs do not dominate decisions.
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 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 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.