Head of Customer Success Interview Scorecard

TL;DR
This scorecard evaluates candidates for Head of Customer Success across strategic impact, revenue retention and team leadership. It focuses on measurable outcomes, operational rigor, and cross-functional influence to predict success in scaling customer success functions.
Who this scorecard is for
For hiring managers, VPs, and recruiters assessing senior customer success leaders for enterprise or high-growth SaaS companies. Use it to structure interviews, calibrate scores, and compare candidates on consistent, outcome-oriented criteria.
Preview the Scorecard
See what the Head of Customer Success Interview Scorecard looks like before you download it.

How to use and calibrate
- Pick the level (Junior, Mid, Senior, or Staff) and adjust anchor examples accordingly.
- Use the quick checklist during the call; fill the rubric within 30 minutes after.
- Or use ZYTHR to transcribe the interview and automatically fill in the scorecard live.
- Run monthly calibration with sample candidate answers to align expectations.
- Average across interviewers; avoid single-signal decisions.
Detailed rubric with anchor behaviors
Customer Retention & Growth
- 1–2: Misses renewal targets repeatedly and responds to churn only after it occurs.
- 3: Meets renewal targets and resolves escalations to stabilize churn.
- 4: Consistently exceeds renewal and expansion targets through proactive programs.
- 5: Drives sustained NRR improvement with scalable retention and expansion engines.
Strategy & Roadmap
- 1–2: Lacks a coherent CS strategy or cannot connect CS activities to business outcomes.
- 3: Defines a practical roadmap aligned to key company metrics.
- 4: Builds a multi-quarter CS strategy that anticipates customer needs and scales operations.
- 5: Creates visionary, measurable CS strategy that shifts company trajectory and competitive positioning.
Team Leadership & Development
- 1–2: Fails to hire, retain, or coach CS staff; high team turnover.
- 3: Hires competent reps, provides regular coaching, and manages performance.
- 4: Builds a high-performing structure with career paths, low turnover, and strong managers.
- 5: Develops leaders, scales org design, and creates bench strength for rapid growth.
Customer Experience & Operations
- 1–2: Operational chaos or inconsistent onboarding and support processes.
- 3: Implements reliable onboarding, playbooks, and case management practices.
- 4: Optimizes workflows and tooling to improve time-to-value and CS productivity.
- 5: Designs end-to-end customer journeys and automations that scale experience quality.
Metrics, Analytics & Forecasting
- 1–2: Cannot produce or interpret core CS metrics; forecasts are unreliable.
- 3: Tracks retention, churn, and expansion with basic dashboards and accurate short-term forecasts.
- 4: Uses cohort analysis, leading indicators, and predictive models to drive decisions.
- 5: Builds advanced analytics and forecasting that inform strategy and reliably predict revenue impact.
Cross-Functional Influence
- 1–2: Rarely partners with Sales, Product, or Marketing and cannot gain alignment.
- 3: Collaborates with peers to resolve customer issues and supports go-to-market motions.
- 4: Influences product and sales priorities; negotiates cross-team tradeoffs effectively.
- 5: Drives cross-functional initiatives that materially improve product adoption and revenue.
Product Feedback & Voice of Customer
- 1–2: Does not capture or communicate customer insights to product teams.
- 3: Collects and routes customer feedback to product and tracks some outcomes.
- 4: Systematically prioritizes customer feedback and influences roadmap decisions.
- 5: Integrates voice of customer into product strategy and proves impact on usage and retention.
Scoring and weighting
Default weights (adjust per role):
Dimension | Weight |
---|---|
Customer Retention & Growth | 20% |
Strategy & Roadmap | 15% |
Team Leadership & Development | 18% |
Customer Experience & Operations | 15% |
Metrics, Analytics & Forecasting | 12% |
Cross-Functional Influence | 10% |
Product Feedback & Voice of Customer | 10% |
Final score = weighted average across dimensions. Require at least two “4+” signals for Senior+ roles.
Complete Examples
Head of Customer Success Scorecard — Great Candidate
Dimension | Notes | Score (1–5) |
---|---|---|
Customer Retention & Growth | Clear, replicable NRR growth and repeatable upsell motions. | 5 |
Strategy & Roadmap | Strategic multi-year plan that drives measurable company-level impact. | 5 |
Team Leadership & Development | Strong leadership bench and measurable improvements in team productivity. | 5 |
Customer Experience & Operations | Automated journeys and measurable reductions in time-to-value. | 5 |
Metrics, Analytics & Forecasting | Predictive models and cohort insights that change prioritization. | 5 |
Cross-Functional Influence | Led cross-functional programs that improved adoption or reduced churn. | 5 |
Product Feedback & Voice of Customer | Customer-driven roadmap items with measurable adoption and retention gains. | 5 |
Head of Customer Success Scorecard — Good Candidate
Dimension | Notes | Score (1–5) |
---|---|---|
Customer Retention & Growth | Stable renewals and occasional upsell wins. | 3 |
Strategy & Roadmap | A clear 6-12 month roadmap with measurable milestones. | 3 |
Team Leadership & Development | Stable team with documented coaching and performance cycles. | 3 |
Customer Experience & Operations | Documented playbooks and predictable onboarding metrics. | 3 |
Metrics, Analytics & Forecasting | Regular dashboards and generally accurate monthly forecasts. | 3 |
Cross-Functional Influence | Regular collaboration that clears blockers for customers. | 3 |
Product Feedback & Voice of Customer | Regular feedback reports and some product changes driven by CS input. | 3 |
Head of Customer Success Scorecard — No-Fit Candidate
Dimension | Notes | Score (1–5) |
---|---|---|
Customer Retention & Growth | High churn rates and missed renewal quotas. | 1 |
Strategy & Roadmap | No documented CS plan tied to company goals. | 1 |
Team Leadership & Development | Persistent hiring gaps and frequent exits. | 1 |
Customer Experience & Operations | No standardized onboarding or inconsistent case handling. | 1 |
Metrics, Analytics & Forecasting | No dashboards and inaccurate renewal forecasts. | 1 |
Cross-Functional Influence | Siloed work and unresolved cross-team escalations. | 1 |
Product Feedback & Voice of Customer | No mechanism for surfacing customer needs to product. | 1 |
Recruiter FAQs about this scorecard
Q: Do scorecards actually reduce bias?
A: Yes—when you use the same questions, anchored rubrics, and require evidence-based notes.
Q: How many dimensions should we score?
A: Stick to 6–8 core dimensions. More than 10 dilutes signal.
Q: How do we calibrate interviewers?
A: Run monthly sessions with sample candidate answers and compare scores.
Q: How do we handle candidates who spike in one area but are weak elsewhere?
A: Use weighted average but define non-negotiables.
Q: How should we adapt this for Junior vs. Senior roles?
A: Keep dimensions the same but raise expectations for Senior+.
Q: Does this work for take-home or live coding?
A: Yes. Apply the same dimensions, but adjust scoring criteria for context.
Q: Where should results live?
A: Store structured scores and notes in your ATS or ZYTHR.
Q: What if interviewers disagree widely?
A: Require written evidence, reconcile in debrief, or add a follow-up interview.
Q: Can this template be reused for other roles?
A: Yes. Swap technical dimensions for role-specific ones, keep collaboration and communication.
Q: Can ZYTHR auto-populate the scorecard?
A: Yes. ZYTHR can transcribe interviews, tag signals, and live-populate the scorecard.
See Live Scorecards in Action
ZYTHR is not only a resume-screening took, it also automatically transcribes interviews and live-populates scorecards, giving your team a consistent view of every candidate in real time.